prompt
listlengths 2
2
| completion
listlengths 8
28
| answer
stringclasses 2
values | reward
float64 -0.5
1.44
| task
stringclasses 1
value | steps
int64 4
14
| won
bool 2
classes | fell_in_hole
bool 2
classes |
|---|---|---|---|---|---|---|---|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0) which is the Start position (S). The goal (G) is at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo reach the goal safely, I need to move right and down while avoiding these holes. Currently, I have the option to move RIGHT or DOWN. Moving RIGHT will keep me on a safe Frozen ice (F) cell, while moving DOWN would also land me on a Frozen ice (F) cell.\n\nSince both moves are currently safe, I'll start by moving RIGHT to avoid moving down too early where more holes are present.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal (G) remains at position (3, 3). The holes are still at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position, I can move RIGHT or DOWN. Moving RIGHT will land me on another Frozen ice (F) cell at position (0, 2). Moving DOWN will bring me to position (1, 1), which is a hole (H), and that would end the game.\n\nTherefore, the safest move is to continue moving RIGHT to position (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move RIGHT to position (0, 3), DOWN to position (1, 2), or LEFT back to position (0, 1). Moving RIGHT will bring me to another Frozen ice (F) cell. Moving DOWN is safe as well, landing on a Frozen ice (F) cell at position (1, 2).\n\nTo progress towards the goal while maintaining safety, moving RIGHT to position (0, 3) seems optimal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move DOWN to position (1, 3), which is a hole (H) and should be avoided. I can also move LEFT to position (0, 2) or UP, but UP is not possible as it would take me out of bounds.\n\nGiven these options, the only safe move is to go LEFT to position (0, 2), since moving DOWN would result in game over.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal (G) is at position (3, 3), and the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, I can move DOWN to position (1, 2), RIGHT to position (0, 3), or LEFT to position (0, 1). Moving RIGHT again puts me in the same predicament as before, where moving DOWN would land on a hole.\n\nInstead, moving DOWN to position (1, 2) is safe since it lands on a Frozen ice (F) cell, and it also progresses me towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move LEFT to position (1, 1), which is a hole (H) and should be avoided. I can move RIGHT to position (1, 3), which is also a hole (H) and should be avoided. Moving UP takes me back to position (0, 2), which is safe but doesn't progress towards the goal.\n\nThe best option is to move DOWN to position (2, 2), which is a Frozen ice (F) cell and moves me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my position, moving RIGHT to position (2, 3) is a hole (H) and should be avoided. Moving UP to position (1, 2) is safe but it doesn't progress towards the goal. Moving LEFT to position (2, 1) is safe and keeps me on a Frozen ice (F) cell.\n\nThe best option is to move LEFT to position (2, 1) to continue progressing safely towards the goal.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFAFH\nHFFG\n\nPosition: Row 2, Column 1\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 1). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, I can move LEFT to position (2, 0), which is a safe Frozen ice (F) cell. Moving RIGHT would take me back to position (2, 2) and doesn't progress towards the goal. Moving UP takes me to position (1, 1), which is a hole (H). Moving DOWN is not immediately possible because it leads to a hole at (3, 0).\n\nThe safest and most progressive move is to go LEFT to position (2, 0).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nAFFH\nHFFG\n\nPosition: Row 2, Column 0\nSteps taken: 8\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 0). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving LEFT is not possible as it would take me out of bounds. Moving UP takes me to position (1, 0), which is a safe Frozen ice (F) cell, but it doesn't progress towards the goal. Moving RIGHT would take me back to position (2, 1), which doesn't move me towards the goal either. Moving DOWN to position (3, 0) is a hole (H) and should be avoided.\n\nSince my current path is not progressing toward the goal efficiently, I should consider moving UP to explore a safer route. This will take me to position (1, 0).\n</think>\n<action>UP</action>",
"role": "assistant"
},
{
"content": "Action: UP\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nAHFH\nFFFH\nHFFG\n\nPosition: Row 1, Column 0\nSteps taken: 9\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 0). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, moving LEFT is not possible as it would take me out of bounds. Moving UP will take me back to position (0, 0), which is the start and doesn't progress towards the goal. Moving RIGHT to position (1, 1) lands on a hole (H) and should be avoided. \n\nMoving DOWN to position (2, 0) is safe but puts me back where I was. Since the path on the left doesn't seem fruitful, and to avoid unnecessary loops, the best move is to explore the possibility of safely navigating through the right side of the grid.\n\nThus, I will move DOWN to position (2, 0) as it seems to be the only feasible step currently.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nAFFH\nHFFG\n\nPosition: Row 2, Column 0\nSteps taken: 10\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (2, 0). The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, moving LEFT is not possible as it would take me out of bounds. Moving UP takes me back to position (1, 0), which is not progressing towards the goal. Moving RIGHT brings me back to position (2, 1), which I have already explored.\n\nThe only direction I haven't tried from position (2, 0) is exploring further down the grid, but that leads to a hole at (3, 0). To find a viable path, I must reconsider moving RIGHT to position (2, 1) and further explore that path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFAFH\nHFFG\n\nPosition: Row 2, Column 1\nSteps taken: 11\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm at position (2, 1) now. The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, moving LEFT takes me back to position (2, 0), which I have already explored. Moving UP would take me to position (1, 1), a hole (H) to be avoided. Moving RIGHT to position (2, 2) is safe as it's a Frozen ice (F) cell. Moving DOWN from my current position isn't an option as it leads to a hole at (3, 0).\n\nTherefore, the best move is to go RIGHT to position (2, 2) to continue progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 12\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm at position (2, 2) again. The goal (G) is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, moving RIGHT to position (2, 3) is a hole (H) and should be avoided. Moving LEFT takes me back to position (2, 1), which doesn't progress towards the goal. Moving UP to position (1, 2) is safe but also does not progress towards the goal.\n\nMoving DOWN to position (3, 2) is safe as it lands on a Frozen ice (F) cell and moves me closer to the goal. This seems like the best option to continue advancing.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 13\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal (G) is right next to me at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move RIGHT to reach the goal (G) at position (3, 3). This move will allow me to win the game.\n\nMoving LEFT would take me back to position (3, 1), which doesn't progress towards the goal. Moving UP also doesn't progress towards the goal.\n\nTherefore, the best and winning move is to go RIGHT to position (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 14\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 14 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.36
|
frozen_lake
| 14
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the start position (S). The goal (G) is located at (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), I have two safe options: moving RIGHT to (0, 1) or moving DOWN to (1, 0). Moving RIGHT is a better option because it keeps me further away from the hole at (1, 1) in the next row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is still at (3, 3). From my current position, I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN is not safe because there's a hole at (1, 1). \n\nMoving RIGHT to (0, 2) is the safest move as it keeps me on frozen ice and away from holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). From here, I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving DOWN to (1, 2) is safe because it is frozen ice and it avoids the hole at (1, 3).\n\nMoving RIGHT to (0, 3) will position me at the edge of the grid, which limits my future movement options. Moving DOWN to (1, 2) keeps my options open and keeps me safe from the holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or UP to (0, 2). Moving RIGHT is not an option because there is a hole at (1, 3).\n\nMoving LEFT to (1, 1) is unsafe because it is a hole. Moving UP to (0, 2) would be backtracking. Moving DOWN to (2, 2) is safe and moves me closer to the goal at (3, 3) while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). From here, I have several options: moving LEFT to (2, 1), DOWN to (3, 2), or UP to (1, 2). Moving RIGHT is not an option due to a hole at (2, 3).\n\nMoving UP to (1, 2) is backtracking. Moving DOWN to (3, 2) is safe as it is a frozen tile and brings me closer to the goal at (3, 3). This is the best move as it avoids any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is directly to my RIGHT at (3, 3). I can move RIGHT to reach the goal. This is a safe and direct path to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0) and need to reach the goal at (3, 3). The grid is as follows:\n\nRow 0: A F F F \nRow 1: F H F H \nRow 2: F F F H \nRow 3: H F F G \n\nI need to move right and down to avoid holes. Currently, I can move right or down. Moving right to (0, 1) is safe as it's a frozen tile. Moving down to (1, 0) is also safe. However, I should aim for a path that keeps me away from holes. Moving right now will allow me to go down later without encountering a hole immediately. \n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1) and still aiming to reach the goal at (3, 3). The grid remains:\n\nRow 0: S A F F \nRow 1: F H F H \nRow 2: F F F H \nRow 3: H F F G \n\nFrom here, I can move right to (0, 2) or down to (1, 1). Moving down leads to a hole, so that's not an option. Moving right to (0, 2) is safe as it's a frozen tile. \n\nThe safest move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). Here's the grid:\n\nRow 0: S F A F \nRow 1: F H F H \nRow 2: F F F H \nRow 3: H F F G \n\nFrom my current position, I can move right to (0, 3) or down to (1, 2). Both options are on frozen tiles. \n\nIf I move right to (0, 3), in the next move, I would have to go down to (1, 3), which is a hole, so right is not ideal. Moving down to (1, 2) is safe, and from there, I can continue downwards to avoid holes in the future. \n\nThe safest move is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). My goal is still at (3, 3). Here's the grid:\n\nRow 0: S F F F \nRow 1: F H A H \nRow 2: F F F H \nRow 3: H F F G \n\nFrom my current position, I can move left to (1, 1), which is a hole, so that's not an option. I can move right to (1, 3), which is also a hole. Moving up to (0, 2) is safe but takes me away from the goal. Moving down to (2, 2) is safe and progresses me towards the goal. \n\nThe safest move is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2), and the goal is at (3, 3). The grid is:\n\nRow 0: S F F F \nRow 1: F H F H \nRow 2: F F A H \nRow 3: H F F G \n\nFrom my current position, I can move left to (2, 1), which is a safe frozen tile. Moving right to (2, 3) is a hole, so that's not an option. Moving up to (1, 2) takes me backward. Moving down to (3, 2) is safe and brings me closer to the goal.\n\nThe safest and most direct move towards the goal is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2), and the goal is at (3, 3). The grid is:\n\nRow 0: S F F F \nRow 1: F H F H \nRow 2: F F F H \nRow 3: H F A G \n\nFrom my current position, I can move right to (3, 3), which is the goal. This move will allow me to win the game. Moving left to (3, 1) or up to (2, 2) takes me away from the goal. \n\nThe best move is to go RIGHT to reach the goal at (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the Start (S) position. The goal (G) is at position (3, 3). I need to navigate through the grid while avoiding holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move:\n- RIGHT to (0, 1), which is a Frozen (F) cell and safe.\n- DOWN to (1, 0), which is also a Frozen (F) cell and safe.\n\nBoth moves are safe, but moving RIGHT will help me get closer to the goal without immediately encountering holes. Therefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal (G) is still at position (3, 3). From here, I need to keep advancing towards the goal while avoiding holes.\n\nFrom my current position (0, 1), I can move:\n- RIGHT to (0, 2), which is a Frozen (F) cell and safe.\n- DOWN to (1, 1), which is a Hole (H) and should be avoided.\n- LEFT back to (0, 0), which is the Start (S) position and not beneficial for progress.\n\nThe safest move is to go RIGHT to (0, 2), which gets me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal (G) is at position (3, 3). I need to continue moving towards the goal while avoiding any holes.\n\nFrom my current position (0, 2), I can move:\n- RIGHT to (0, 3), which is a Frozen (F) cell and safe.\n- DOWN to (1, 2), which is a Frozen (F) cell and safe.\n- LEFT back to (0, 1), which is a Frozen (F) cell but moves away from the goal.\n\nBoth RIGHT and DOWN are safe moves. However, moving DOWN will avoid the edge of the grid and keep more options open for the next moves. Therefore, moving DOWN is a strategic choice.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal (G) is at position (3, 3). I need to continue navigating safely towards the goal while avoiding any holes.\n\nFrom my current position (1, 2), I can move:\n- RIGHT to (1, 3), which is a Hole (H) and should be avoided.\n- DOWN to (2, 2), which is a Frozen (F) cell and safe.\n- LEFT to (1, 1), which is a Hole (H) and should be avoided.\n- UP back to (0, 2), which is a Frozen (F) cell but moves away from the goal.\n\nThe only safe and beneficial move from my current position is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal (G) is still at position (3, 3). I need to carefully choose my next move to avoid holes and get closer to the goal.\n\nFrom my current position (2, 2), I can move:\n- RIGHT to (2, 3), which is a Hole (H) and should be avoided.\n- DOWN to (3, 2), which is a Frozen (F) cell and safe.\n- LEFT to (2, 1), which is a Frozen (F) cell and safe.\n- UP back to (1, 2), which is a Frozen (F) cell but moves away from the goal.\n\nThe safest and most strategic move is DOWN to (3, 2), as it gets me closer to the goal without encountering any holes directly.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal (G) is at position (3, 3), which is directly to my right. I need to make a move that will allow me to reach the goal.\n\nFrom my current position (3, 2), I can move:\n- RIGHT to (3, 3), which is the Goal (G) and will win the game.\n- LEFT to (3, 1), which is a Frozen (F) cell but unnecessary since the goal is immediately reachable.\n- UP to (2, 2), which is a Frozen (F) cell but moves away from the goal.\n\nThe best move is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0) marked as 'A'. The goal 'G' is at position (3, 3). \n\nThe grid is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nTo reach the goal, I need to move right and down, avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), the possible moves are:\n- RIGHT to (0, 1), which is 'F' (safe).\n- DOWN to (1, 0), which is 'F' (safe).\n\nMoving RIGHT to (0, 1) will keep me closer to the goal with no immediate threats from holes.\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1) marked as 'A'. The goal 'G' is still at position (3, 3).\n\nThe grid is as follows:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nTo reach the goal, the holes to avoid are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), the possible moves are:\n- LEFT to (0, 0), which is 'S' (safe, but backward).\n- RIGHT to (0, 2), which is 'F' (safe).\n- DOWN to (1, 1), which is 'H' (a hole, unsafe).\n\nMoving RIGHT to (0, 2) is the safest option as it moves me closer to the goal without encountering any holes.\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2) marked as 'A'. The goal 'G' is at position (3, 3).\n\nThe grid is as follows:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 2), the possible moves are:\n- LEFT to (0, 1), which is 'F' (safe, but backward).\n- RIGHT to (0, 3), which is 'F' (safe).\n- DOWN to (1, 2), which is 'F' (safe).\n\nMoving DOWN to (1, 2) is a strategic choice as it leads me towards the goal while avoiding holes, and it opens up more safe paths forward.\n\nTherefore, the safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2) marked as 'A'. The goal 'G' is at position (3, 3).\n\nThe grid is as follows:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (1, 2), the possible moves are:\n- LEFT to (1, 1), which is 'H' (a hole, unsafe).\n- RIGHT to (1, 3), which is 'H' (a hole, unsafe).\n- UP to (0, 2), which is 'F' (safe, but backward).\n- DOWN to (2, 2), which is 'F' (safe).\n\nMoving DOWN to (2, 2) is the safest option since it advances me towards the goal while avoiding holes.\n\nTherefore, the safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2) marked as 'A'. The goal 'G' is at position (3, 3).\n\nThe grid is as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my current position (2, 2), the possible moves are:\n- LEFT to (2, 1), which is 'F' (safe).\n- RIGHT to (2, 3), which is 'H' (a hole, unsafe).\n- UP to (1, 2), which is 'F' (safe, but backward).\n- DOWN to (3, 2), which is 'F' (safe).\n\nMoving DOWN to (3, 2) is the safest and most strategic option since it leads me directly towards the goal without encountering holes.\n\nTherefore, the safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2) marked as 'A'. The goal 'G' is at position (3, 3).\n\nThe grid is as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position (3, 2), the possible moves are:\n- LEFT to (3, 1), which is 'F' (safe, but backward).\n- RIGHT to (3, 3), which is 'G' (the goal, safe).\n\nMoving RIGHT to (3, 3) will allow me to reach the goal.\n\nTherefore, the best move is to go RIGHT to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) which is marked as 'A'. The goal 'G' is at position (3, 3). The holes 'H' are located at (1, 1), (1, 3), (2, 3), and (3, 0). I need to avoid these holes while making my way to the goal.\n\nFrom my current position (0, 0), I have the following options:\n- Moving RIGHT to (0, 1) which is 'F' (safe).\n- Moving DOWN to (1, 0) which is also 'F' (safe).\n\nSince both moves are onto frozen ice, they are safe. However, moving RIGHT to (0, 1) seems more strategic as it keeps me away from the holes at (1, 1) and (1, 3) as I progress.\n\nThe safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal 'G' is still at position (3, 3). The holes 'H' remain at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move:\n- LEFT to (0, 0) which is 'S' (safe).\n- RIGHT to (0, 2) which is 'F' (safe).\n- DOWN to (1, 1) which is a hole 'H' (dangerous and to be avoided).\n\nGiven these options, moving RIGHT to (0, 2) is the safest and most strategic choice since it keeps me progressing towards the goal while avoiding the hole immediately below me at (1, 1).\n\nThe safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal 'G' is still at position (3, 3). The holes 'H' are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I can move:\n- LEFT to (0, 1) which is 'F' (safe).\n- RIGHT to (0, 3) which is 'F' (safe).\n- DOWN to (1, 2) which is 'F' (safe).\n\nThe move DOWN to (1, 2) seems strategic as it progresses towards the goal while avoiding holes. It also moves me closer to the goal in a direct path without leading towards any immediate holes.\n\nThe safest next move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at position (3, 3). The holes 'H' are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), I can move:\n- LEFT to (1, 1) which is a hole 'H' (dangerous and to be avoided).\n- RIGHT to (1, 3) which is a hole 'H' (also dangerous and to be avoided).\n- UP to (0, 2) which is 'F' (safe, but moving backward).\n- DOWN to (2, 2) which is 'F' (safe and closer to the goal).\n\nThe best move is to go DOWN to (2, 2) as it keeps me progressing towards the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at position (3, 3). The holes 'H' are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), I can move:\n- LEFT to (2, 1) which is 'F' (safe).\n- RIGHT to (2, 3) which is a hole 'H' (dangerous and must be avoided).\n- UP to (1, 2) which is 'F' (safe, but moving backward).\n- DOWN to (3, 2) which is 'F' (safe and progressing towards the goal).\n\nThe move DOWN to (3, 2) is the safest and most strategic choice as it brings me one step away from the goal without encountering any holes.\n\nThe safest next move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at position (3, 3), just one step to the right. The holes 'H' are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (3, 2), I can move:\n- LEFT to (3, 1) which is 'F' (safe).\n- RIGHT to (3, 3) which is 'G' (the goal and winning move).\n- UP to (2, 2) which is 'F' (safe, but moving backward).\n\nThe best move is to go RIGHT to (3, 3) which allows me to reach the goal.\n\nThe safest and winning move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) marked as 'A'. The goal 'G' is located at (3, 3). \n\nI need to navigate through the grid to reach the goal without falling into any holes. The holes in the grid are located at:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nMy position allows movement to the right (0, 1) or down (1, 0). Since moving down leads toward a row with a hole at (1, 1), it seems safer to move right to avoid the hole.\n\nTherefore, the safest next move is to go right to position (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal 'G' is still at (3, 3). I need to continue moving towards the goal while avoiding the holes.\n\nFrom my current position, I can move:\n- LEFT to (0, 0), which is the start position.\n- DOWN to (1, 1), but there's a hole at (1, 1).\n- RIGHT to (0, 2), which is a safe frozen cell.\n- UP is not an option because I'm already at the top row.\n\nMoving RIGHT to (0, 2) keeps me on frozen ice and progresses towards the goal. This is the safest option as it avoids the hole at (1, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is at (3, 3). From here, I need to plan the path forward while avoiding any holes.\n\nFrom my current position, I can move:\n- LEFT to (0, 1), which is safe but backward.\n- DOWN to (1, 2), which is a safe frozen cell.\n- RIGHT to (0, 3), which is also safe and moves me closer to the goal.\n- UP is not an option because I'm already at the top row.\n\nMoving RIGHT to (0, 3) seems to be the best option as it brings me closer to the goal without encountering any holes. After that, I can plan my next steps to navigate downwards.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal 'G' is at (3, 3), directly below me two rows down. From my current position, I can move:\n\n- LEFT to (0, 2), which is safe but moves me away from the goal.\n- DOWN to (1, 3), which has a hole and must be avoided.\n- RIGHT is not possible because I am at the rightmost column.\n- UP is not possible because I'm already at the top row.\n\nThe only safe move is to go LEFT to (0, 2), where I can then consider moving downwards in the next turn.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). To reach the goal 'G' at (3, 3), I need to move downwards while avoiding holes.\n\nFrom my current position, I can move:\n- LEFT to (0, 1), but that moves me further away from the goal.\n- DOWN to (1, 2), which is a safe frozen cell, and this will start moving me towards the goal.\n- RIGHT to (0, 3), but that doesn't help as I cannot move down from there due to the hole at (1, 3).\n- UP is not possible because I'm already at the top row.\n\nThe best move is to go DOWN to (1, 2), as it keeps me on a safe path toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal 'G' is at (3, 3). From here, I need to continue moving downward toward the goal while avoiding any holes.\n\nFrom my current position, I can move:\n- LEFT to (1, 1), which has a hole and must be avoided.\n- DOWN to (2, 2), which is a safe frozen cell.\n- RIGHT to (1, 3), which has a hole and must be avoided.\n- UP to (0, 2), which is safe but moves me backwards.\n\nThe best and safest move is to go DOWN to (2, 2), which progresses me toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is just below me at (3, 3). I need to make my way there while avoiding the hole directly below at (2, 3).\n\nFrom my current position, I can move:\n- LEFT to (2, 1), which is a safe frozen cell.\n- DOWN to (3, 2), which is a safe frozen cell, moving me closer to the goal.\n- RIGHT to (2, 3), but there is a hole there, so I must avoid it.\n- UP to (1, 2), which is safe but moves me backward.\n\nThe best move is to go DOWN to (3, 2). This move will bring me to the row with the goal without hitting any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal 'G' is directly to my right at position (3, 3). From here, I can make a direct move to reach the goal.\n\nFrom my current position, I can move:\n- LEFT to (3, 1), which is a safe frozen cell but moves me away from the goal.\n- RIGHT to (3, 3), which is the goal.\n- UP to (2, 2), which is safe but moves me backwards.\n- DOWN is not possible as I am at the bottom row.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), the Start (S), and my goal is to reach (3, 3).\n\nGrid analysis:\n- The goal (G) is at (3, 3).\n- Holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n- My immediate surroundings are:\n - RIGHT (0, 1): Safe (F)\n - DOWN (1, 0): Safe (F)\n\nI need to be cautious of the holes but can safely move right or down from my current position. Since the goal is further down and to the right, I'll start by moving right to continue towards the goal without moving directly into any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). \n\nGrid specifics:\n- Goal (G) is still at (3, 3).\n- My current position has safe (F) cells around it:\n - RIGHT (0, 2): Safe (F)\n - DOWN (1, 1): Hole (H), not safe\n - LEFT (0, 0): Start (S), already visited\n - UP: Not possible, as it's outside the grid\n\nTo continue towards the goal, moving right to (0, 2) keeps me safe and is a step closer to the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2).\n\nCurrent situation:\n- Goal (G) is at (3, 3).\n- My surroundings are:\n - RIGHT (0, 3): Safe (F)\n - DOWN (1, 2): Safe (F)\n - LEFT (0, 1): Safe (F), but already visited\n - UP: Not possible, as it's outside the grid\n\nThe logical move is to continue moving right to (0, 3) to remain on safe ground and further progress towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3).\n\nConsidering my position:\n- Goal (G) is at (3, 3).\n- My surroundings are:\n - DOWN (1, 3): Hole (H), not safe\n - LEFT (0, 2): Safe (F), but already visited\n - UP: Not possible, as it's outside the grid\n - RIGHT: Not possible, as it's outside the grid\n\nThe only safe move is to go back to the left to (0, 2). This allows me to reposition and consider a different path towards the goal, as moving down would lead to a hole.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2).\n\nReassessing my options:\n- Goal (G) is at (3, 3).\n- My surroundings are:\n - RIGHT (0, 3): Safe (F)\n - DOWN (1, 2): Safe (F)\n - LEFT (0, 1): Safe (F), but already visited\n - UP: Not possible, as it's outside the grid\n\nSince moving right leads to a dead end with a hole below, I should try moving down to (1, 2). This keeps me on safe ground and allows me to progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2).\n\nAnalyzing the grid:\n- Goal (G) is at (3, 3).\n- My surroundings are:\n - RIGHT (1, 3): Hole (H), not safe\n - DOWN (2, 2): Safe (F)\n - LEFT (1, 1): Hole (H), not safe\n - UP (0, 2): Safe (F), but already visited\n\nThe only safe move is to go down to (2, 2). This moves me closer to the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2).\n\nReviewing my options:\n- Goal (G) is at (3, 3).\n- My surroundings are:\n - RIGHT (2, 3): Hole (H), not safe\n - DOWN (3, 2): Safe (F)\n - LEFT (2, 1): Safe (F)\n - UP (1, 2): Safe (F), but already visited\n\nTo safely progress towards the goal, moving down to (3, 2) is a safe choice. This will place me directly adjacent to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2).\n\nFinal stretch analysis:\n- Goal (G) is at (3, 3), which is directly to my right.\n- My surroundings are:\n - RIGHT (3, 3): Goal (G), safe to move to\n - LEFT (3, 1): Safe (F), but unnecessary since the goal is right next to me\n - UP (2, 2): Safe (F), but already visited\n\nMoving right to (3, 3) will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I am currently at position (0, 0), which is the starting point 'S'. The goal 'G' is at position (3, 3). I have to navigate through the grid while avoiding holes. \n\nFrom my current position (0, 0), I have two potential moves: RIGHT to (0, 1) or DOWN to (1, 0). \n\nMoving RIGHT to (0, 1) seems safe as it is a Frozen tile. Moving DOWN to (1, 0) is also safe as it is a Frozen tile. However, the path that looks more straightforward to reach the goal without encountering a hole is by moving RIGHT initially. \n\nThus, I will move RIGHT to position (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal 'G' is still at (3, 3). From my current position, I can move:\n\n- LEFT to (0, 0), which is the start position.\n- DOWN to (1, 1), which is a hole and would result in a game over.\n- RIGHT to (0, 2), which is a Frozen tile and safe to move to.\n- UP is not an option since I'm already at the top row.\n\nTo make progress towards the goal without falling into a hole, the safest move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is at (3, 3). From my current position, my movement options are:\n\n- LEFT to (0, 1), which is a Frozen tile.\n- DOWN to (1, 2), which is a Frozen tile and safe to move to.\n- RIGHT to (0, 3), which is also a Frozen tile.\n- UP is not possible since I am already at the top row.\n\nTo continue making progress towards the goal, I will move DOWN to (1, 2) as it brings me closer to the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal 'G' is at (3, 3). From my current position, my options are:\n\n- LEFT to (1, 1), which is a hole and would result in game over.\n- DOWN to (2, 2), which is a Frozen tile and safe to move to.\n- RIGHT to (1, 3), which is a hole and would result in game over.\n- UP to (0, 2), which is a Frozen tile.\n\nThe only safe move that brings me closer to the goal is moving DOWN to (2, 2), as both LEFT and RIGHT would result in falling into a hole.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at (3, 3). From my current position, I have the following options:\n\n- LEFT to (2, 1), which is a Frozen tile.\n- DOWN to (3, 2), which is a Frozen tile and brings me closer to the goal.\n- RIGHT to (2, 3), which is a hole and would result in game over.\n- UP to (1, 2), which is a Frozen tile.\n\nMoving DOWN to (3, 2) seems to be the best option as it safely progresses me towards the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal 'G' is directly to my RIGHT at (3, 3). From my current position, the options are:\n\n- LEFT to (3, 1), which is a Frozen tile.\n- UP to (2, 2), which is a Frozen tile.\n- RIGHT to (3, 3), which is the goal.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently positioned at (0, 0) which is the Start (S). The Goal (G) is located at (3, 3). \n\nThe grid layout is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are located at positions:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nFrom my current position (0, 0), I can move RIGHT to (0, 1), which is a safe Frozen (F) spot. Moving RIGHT seems safe and avoids any immediate danger from holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The grid is as follows:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 1), I can consider the following moves:\n- RIGHT to (0, 2), which is a safe Frozen (F) spot.\n- DOWN to (1, 1), which is a Hole (H) and should be avoided.\n\nMoving RIGHT to (0, 2) is a safe move and keeps me on the path towards the goal without approaching any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The grid is currently:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 2), I can consider these moves:\n- RIGHT to (0, 3), which is a safe Frozen (F) spot.\n- DOWN to (1, 2), which is a safe Frozen (F) spot.\n\nMoving RIGHT to (0, 3) is safe and keeps me moving towards the goal. From there, I can move DOWN in the subsequent step.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The grid is as follows:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 3), I can consider these moves:\n- LEFT to (0, 2), which is a safe Frozen (F) spot.\n- DOWN to (1, 3), which is a Hole (H) and should be avoided.\n\nThe only safe move from my current position is to move LEFT back to (0, 2) or go DOWN after considering future moves. However, moving DOWN to (1, 3) is not an option due to the hole. \n\nInstead, moving DOWN to (1, 3) was a mistake in the evaluation, the best option is to move LEFT to (0, 2), then consider moving DOWN to (1, 2) in the next step to avoid blocking progress. \n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The grid remains:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom (0, 2), I can move:\n- LEFT to (0, 1), which is a safe Frozen (F) spot.\n- RIGHT to (0, 3), which is a safe Frozen (F) spot.\n- DOWN to (1, 2), which is a safe Frozen (F) spot.\n\nMoving DOWN to (1, 2) seems optimal as it keeps moving towards the goal and opens up new options while avoiding the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The grid is as follows:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (1, 2), the available moves are:\n- LEFT to (1, 1), which is a Hole (H) and should be avoided.\n- RIGHT to (1, 3), which is a Hole (H) and should be avoided.\n- DOWN to (2, 2), which is a safe Frozen (F) spot.\n\nMoving DOWN to (2, 2) is safe and progresses towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The grid is as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my current position (2, 2), I have the following options:\n- LEFT to (2, 1), which is a safe Frozen (F) spot.\n- RIGHT to (2, 3), which is a Hole (H) and should be avoided.\n- DOWN to (3, 2), which is a safe Frozen (F) spot.\n\nMoving DOWN to (3, 2) seems optimal as it brings me closer to the goal at (3, 3) and avoids any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The grid is as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position (3, 2), I have these options:\n- LEFT to (3, 1), which is a safe Frozen (F) spot.\n- RIGHT to (3, 3), which is the Goal (G).\n\nMoving RIGHT to (3, 3) will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0), and the goal is at (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0). I need to avoid these holes while making my way to the goal.\n\nFrom my current position (0, 0), I can move either RIGHT or DOWN. Moving DOWN will take me to (1, 0), which is safe, but it brings me closer to the holes at (1, 1) and (1, 3). Moving RIGHT to (0, 1) keeps me on safe frozen ice, and it seems to be a safer option since it avoids immediate proximity to any holes. \n\nTherefore, the safest move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 1), I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving RIGHT keeps me on safe frozen ice and avoids the hole at (1, 1). Moving DOWN is risky because (1, 1) is a hole.\n\nTherefore, the safest move from my current position is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 2), I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) is safe as it's on frozen ice. Moving DOWN to (1, 2) is also safe, but it positions me closer to the hole at (1, 3).\n\nTo minimize the risk of encountering a hole, the safest move is to go RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 3), I cannot move RIGHT because I'm already at the edge of the grid. Moving UP is not possible as I'm at the top row. Moving LEFT would take me back to (0, 2), but I want to make progress towards the goal.\n\nMoving DOWN to (1, 3) is risky because it is a hole. However, I need to find a path towards the goal by backtracking slightly and then navigating around the holes.\n\nThe best option is to move LEFT to (0, 2) to explore a path that avoids the hole at (1, 3).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 2), I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) is safe but doesn't offer progress towards the goal since I already know (1, 3) is a hole. Moving DOWN to (1, 2) is safe and allows me to continue exploring paths towards the goal.\n\nThe safest move that allows me to progress towards the goal is to move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (1, 2), I can move DOWN to (2, 2), which is safe. Moving RIGHT to (1, 3) is not an option because it is a hole. Moving LEFT to (1, 1) is also not an option because it is a hole. Moving UP would take me back to (0, 2), but I've already explored that area.\n\nThe best and safest move to continue progressing towards the goal is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (2, 2), I can move DOWN to (3, 2), which is safe. Moving RIGHT to (2, 3) would lead me into a hole, so it's not an option. Moving LEFT to (2, 1) is safe, but it takes me away from the goal. Moving UP would take me back to (1, 2), which I've already explored.\n\nThe best move to make progress towards the goal while staying safe is to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (3, 2), I can move RIGHT to (3, 3) to reach the goal. Other options include moving LEFT to (3, 1), which is safe but unnecessary since the goal is within reach. Moving UP would take me back to (2, 2), which doesn't help me reach the goal.\n\nThe optimal move is to move RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the start position 'S'. The goal 'G' is at position (3, 3). I need to navigate through the grid while avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move either RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT keeps me on a straight path and away from any immediate holes. Moving DOWN also keeps me safe on frozen tiles, but leads me closer to potential trap positions like (1, 1). \n\nThe safest initial move is to go RIGHT, staying on frozen ice and giving me more options for the subsequent moves.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). From here, the goal 'G' is still at (3, 3). I have several options: move LEFT back to (0, 0), move RIGHT to (0, 2), or move DOWN to (1, 1).\n\nMoving LEFT would return me to the start, which is unnecessary. Moving RIGHT to (0, 2) keeps me on a frozen tile and progresses towards the goal. Moving DOWN to (1, 1) would put me into a hole, which I must avoid.\n\nTherefore, the safest move is to go RIGHT to continue on the frozen path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is still at (3, 3). From here, I can move LEFT back to (0, 1), which would be retracing my steps. I can move RIGHT to (0, 3), which keeps me on a frozen tile. Alternatively, I can move DOWN to (1, 2), which also lands on a frozen tile.\n\nMoving RIGHT to (0, 3) keeps me progressing towards the goal, but I need to consider the potential danger of being close to the hole at (1, 3). Moving DOWN to (1, 2) keeps me safe and opens up more frozen path options.\n\nTo maintain safety and progress, moving DOWN to (1, 2) avoids the immediate threat of the hole and is a strategic move.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal 'G' is at (3, 3). From this position, I have the following options: move LEFT to (1, 1), which is a hole and should be avoided, move RIGHT to (1, 3), which is another hole and must be avoided, move UP to (0, 2), which would be retracing my steps, or move DOWN to (2, 2), which is on a frozen tile.\n\nThe only safe move from here is to go DOWN to (2, 2), which keeps me on a frozen path and still progresses towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at (3, 3). From here, I can move LEFT to (2, 1), which is a frozen tile, move RIGHT to (2, 3), which is a hole and should be avoided, move UP to (1, 2), which would be retracing my steps, or move DOWN to (3, 2), which is a frozen tile.\n\nMoving LEFT to (2, 1) keeps me on a safe path, but doesn't progress directly towards the goal. Moving DOWN to (3, 2) keeps me safe and is a direct step towards the goal. \n\nThe safest and most strategic move is to go DOWN to (3, 2), staying on the frozen path and moving closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal 'G' is directly to my right at (3, 3). From this position, I can move LEFT to (3, 1), which is a frozen tile and safe, or move RIGHT to (3, 3), which is the goal. Moving UP or DOWN is not possible at this point.\n\nThe best move is to go RIGHT to (3, 3), which will take me directly to the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the Start position 'S'. The grid is laid out as follows:\n\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is located at (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position at (0, 0), I can move RIGHT to (0, 1), which is a Frozen ice 'F' and safe. Moving DOWN would land me at (1, 0), which is also safe, but it will take me closer to a hole at (1, 1). Therefore, moving RIGHT seems to be the safest option to start with.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The grid around me is as follows:\n\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is still at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 1), I have the following options:\n1. Move LEFT back to (0, 0), which is the Start.\n2. Move RIGHT to (0, 2), which is safe Frozen ice.\n3. Move DOWN to (1, 1), which is a Hole and should be avoided.\n4. Move UP is not possible since I am already at the top row.\n\nMoving RIGHT to (0, 2) is the safest option as it keeps me on Frozen ice and progresses me towards the Goal, while avoiding any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The grid around me is:\n\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 2), I have these options:\n1. Move LEFT to (0, 1), which is safe Frozen ice.\n2. Move RIGHT to (0, 3), which is safe Frozen ice.\n3. Move DOWN to (1, 2), which is safe Frozen ice.\n4. Move UP is not possible since I am already at the top row.\n\nMoving RIGHT to (0, 3) keeps me on Frozen ice and edges me closer to the goal. It also maintains a safe distance from the nearby holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The grid around me is:\n\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 3), I have the following options:\n1. Move LEFT to (0, 2), which is safe Frozen ice.\n2. Move DOWN to (1, 3), which is a Hole and should be avoided.\n3. Move RIGHT is not possible since I am at the edge of the grid.\n4. Move UP is not possible since I am already at the top row.\n\nMoving LEFT to (0, 2) is a safe step, but it does not bring me closer to the goal. Given the current scenario, it's best to move LEFT to avoid falling into a hole.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now back at position (0, 2). The grid around me is:\n\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 2), my options are:\n1. Move LEFT to (0, 1), which is safe Frozen ice.\n2. Move RIGHT to (0, 3), which is safe Frozen ice.\n3. Move DOWN to (1, 2), which is safe Frozen ice.\n4. Move UP is not possible since I am already at the top row.\n\nGiven that I need to progress toward the goal, moving DOWN to (1, 2) is the best option, as it moves me closer to the goal while staying on safe Frozen ice.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The grid around me is:\n\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (1, 2), my options are:\n1. Move LEFT to (1, 1), which is a Hole and should be avoided.\n2. Move RIGHT to (1, 3), which is a Hole and should be avoided.\n3. Move DOWN to (2, 2), which is safe Frozen ice.\n4. Move UP to (0, 2), which is safe Frozen ice but would be backtracking.\n\nThe safest and most strategic move is to go DOWN to (2, 2), as it progresses me towards the goal while staying on Frozen ice.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The grid around me is:\n\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (2, 2), my options are:\n1. Move LEFT to (2, 1), which is safe Frozen ice.\n2. Move RIGHT to (2, 3), which is a Hole and should be avoided.\n3. Move DOWN to (3, 2), which is safe Frozen ice.\n4. Move UP to (1, 2), which is safe Frozen ice but would be backtracking.\n\nThe best choice is to move DOWN to (3, 2), as it brings me one step closer to the goal while remaining on safe Frozen ice.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The grid around me is:\n\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nThe Goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (3, 2), my options are:\n1. Move LEFT to (3, 1), which is safe Frozen ice.\n2. Move RIGHT to (3, 3), which is the Goal.\n3. Move UP to (2, 2), which is safe Frozen ice but would be backtracking.\n4. Move DOWN is not possible since I am at the bottom row.\n\nMoving RIGHT to (3, 3) will allow me to reach the Goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently positioned at (0, 0), which is marked as 'A'. My goal is to reach the 'G' at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT to (0, 1) seems safer since it puts me on a path where I can continue moving rightward, avoiding the holes present in the second row. \n\nMoving DOWN would take me to (1, 0), but this would eventually force me to navigate around a hole at (1, 1). Therefore, moving RIGHT is a safer option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1), marked as 'A'. The goal is still at (3, 3). From here, my potential moves are LEFT to (0, 0), DOWN to (1, 1), or RIGHT to (0, 2).\n\nMoving LEFT would take me back to the starting position, which is not progress. Moving DOWN to (1, 1) isn't safe because there is a hole there.\n\nThe best option is to move RIGHT to (0, 2), keeping me on the frozen path and avoiding holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2), marked as 'A'. The goal remains at (3, 3). My options now are to move LEFT to (0, 1), DOWN to (1, 2), or RIGHT to (0, 3).\n\nMoving LEFT takes me back, which isn't productive. Moving RIGHT to (0, 3) keeps me on safe frozen ground. \n\nMoving DOWN to (1, 2) is also a safe move since (1, 2) is frozen (F), and it puts me in a position to move further downwards in the grid while avoiding holes.\n\nBetween RIGHT and DOWN, both are safe, but moving DOWN may help me progress towards the goal more effectively, given the grid's layout.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow, I'm at position (1, 2), marked as 'A'. The goal is at (3, 3). My possible moves are LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3).\n\nMoving LEFT to (1, 1) would lead me to a hole, so that is not safe. Moving RIGHT to (1, 3) is also unsafe as there is a hole there.\n\nThe best and safe option is to move DOWN to (2, 2), which is frozen and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2), marked as 'A'. The goal is at (3, 3). My options are to move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3).\n\nMoving RIGHT to (2, 3) is not safe because there's a hole there. Moving LEFT to (2, 1) is safe, but it doesn't bring me closer to the goal.\n\nThe best move is DOWN to (3, 2), which is safe and progresses me towards the goal at (3, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2), marked as 'A'. The goal is at (3, 3), directly to my right. My options are LEFT to (3, 1), or RIGHT to (3, 3).\n\nMoving LEFT would take me further from the goal and is unnecessary since there is no hole immediately to the right. Moving RIGHT to (3, 3) will allow me to reach the goal.\n\nThe best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the starting point 'S'. The goal 'G' is at position (3, 3). \n\nThe grid is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThere are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). I need to avoid these holes while making my way to the goal.\n\nFrom my current position at (0, 0), I can move:\n- RIGHT to (0, 1), which is safe (F).\n- DOWN to (1, 0), which is also safe (F).\n\nMoving RIGHT to (0, 1) seems like a safe move, and it keeps me on the top row, avoiding the immediate danger of holes in the next row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal 'G' is still at position (3, 3).\n\nThe grid remains:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nMy current options are:\n- LEFT to (0, 0), where I started.\n- RIGHT to (0, 2), which is safe (F).\n- DOWN to (1, 1), but that is a hole (H).\n\nMoving RIGHT to (0, 2) is safe and keeps me heading in the direction of the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal 'G' is still at position (3, 3).\n\nThe grid is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, my options are:\n- LEFT to (0, 1), which is safe (F).\n- RIGHT to (0, 3), which is safe (F).\n- DOWN to (1, 2), which is also safe (F).\n\nContinuing RIGHT to (0, 3) is a safe move and keeps me progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal 'G' is at position (3, 3).\n\nThe grid is:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom here, my options are:\n- LEFT to (0, 2), which is safe (F).\n- DOWN to (1, 3), but that's a hole (H).\n\nSince moving DOWN would result in falling into a hole, my only safe option is to go LEFT to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal 'G' is at position (3, 3).\n\nThe grid is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom here, I have the following options:\n- LEFT to (0, 1), which is safe (F).\n- RIGHT to (0, 3), which is safe (F), but I just came from there.\n- DOWN to (1, 2), which is safe (F).\n\nThe best move now is to go DOWN to (1, 2), as this allows me to make progress towards the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal 'G' is at position (3, 3).\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, my options are:\n- LEFT to (1, 1), but that's a hole (H).\n- RIGHT to (1, 3), which is a hole (H).\n- DOWN to (2, 2), which is safe (F).\n- UP to (0, 2), where I came from.\n\nThe safest and most logical move is to go DOWN to (2, 2), which advances me towards the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal 'G' is at position (3, 3).\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my current position, my options are:\n- LEFT to (2, 1), which is safe (F).\n- RIGHT to (2, 3), which is a hole (H).\n- DOWN to (3, 2), which is safe (F).\n- UP to (1, 2), where I came from.\n\nMoving DOWN to (3, 2) is safe and brings me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal 'G' is at position (3, 3), which is directly to my right.\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position, my options are:\n- LEFT to (3, 1), which is safe (F).\n- RIGHT to (3, 3), which is the goal (G).\n- UP to (2, 2), where I came from.\n\nThe best move is to go RIGHT to (3, 3), as this will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the starting position. The goal is located at (3, 3). I want to reach the goal while avoiding holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom position (0, 0), I have the following options:\n- Moving LEFT is not possible as it would take me outside the grid.\n- Moving UP is not possible as it would also take me outside the grid.\n- Moving DOWN will take me to (1, 0), which is a safe frozen cell.\n- Moving RIGHT will take me to (0, 1), which is also a safe frozen cell.\n\nStrategically, moving RIGHT to (0, 1) seems safe and keeps me on the upper row, potentially allowing me to avoid more holes in the subsequent row. Thus, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal remains at (3, 3). I need to continue moving towards it while avoiding the holes.\n\nFrom position (0, 1), I have the following options:\n- Moving LEFT will take me back to (0, 0), which is the start position.\n- Moving RIGHT will take me to (0, 2), which is a safe frozen cell.\n- Moving DOWN will take me to (1, 1), which is a hole and should be avoided.\n- Moving UP is not possible as it would take me outside the grid.\n\nThe safest and most strategic move is to go RIGHT to (0, 2), continuing along the top row toward the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is still at (3, 3). From here, I need to continue progressing toward the goal while avoiding any holes.\n\nFrom position (0, 2), my options are:\n- Moving LEFT will take me back to (0, 1), which is a safe frozen cell but a step backward.\n- Moving RIGHT will take me to (0, 3), which is a safe frozen cell.\n- Moving DOWN will take me to (1, 2), which is also a safe frozen cell.\n- Moving UP is not possible as it would take me outside the grid.\n\nMoving RIGHT to (0, 3) seems like the best choice, as it keeps me on the safe upper row and closer to the goal. \n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). From here, I need to move towards the goal while avoiding falling into holes.\n\nFrom position (0, 3), my options are:\n- Moving LEFT will take me back to (0, 2), which is a safe frozen cell but a step backward.\n- Moving RIGHT is not possible as it would take me outside the grid.\n- Moving DOWN will take me to (1, 3), which is a hole and should be avoided.\n- Moving UP is not possible as it would take me outside the grid.\n\nThe only safe move from here is to go LEFT to (0, 2), which is a safe frozen cell.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is at (3, 3). I need to find a path that avoids holes and gets me closer to the goal.\n\nFrom position (0, 2), my options are:\n- Moving LEFT will take me to (0, 1), which is a safe frozen cell but doesn't progress me toward the goal.\n- Moving RIGHT will take me back to (0, 3), which is also a safe frozen cell but doesn't offer new progress.\n- Moving DOWN will take me to (1, 2), which is a safe frozen cell and progresses me toward the goal.\n- Moving UP is not possible as it would take me outside the grid.\n\nThe best strategic move is to go DOWN to (1, 2), as it moves me closer to the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3). I need to continue moving toward the goal while avoiding holes.\n\nFrom position (1, 2), my options are:\n- Moving LEFT will take me to (1, 1), which is a hole and should be avoided.\n- Moving RIGHT will take me to (1, 3), which is a hole and should be avoided.\n- Moving DOWN will take me to (2, 2), which is a safe frozen cell.\n- Moving UP will take me back to (0, 2), which is a safe frozen cell but a step backward.\n\nThe safest and most strategic move is to go DOWN to (2, 2), as it progresses me closer to the goal and avoids holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal is at (3, 3). I need to continue moving toward the goal while avoiding any holes.\n\nFrom position (2, 2), my options are:\n- Moving LEFT will take me to (2, 1), which is a safe frozen cell.\n- Moving RIGHT will take me to (2, 3), which is a hole and should be avoided.\n- Moving DOWN will take me to (3, 2), which is a safe frozen cell.\n- Moving UP will take me back to (1, 2), which is a safe frozen cell but a step backward.\n\nThe best move is to go DOWN to (3, 2), as it brings me closer to the goal and avoids holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), which is directly to my right. I need to move carefully to reach the goal without falling into any holes.\n\nFrom position (3, 2), my options are:\n- Moving LEFT will take me to (3, 1), which is a safe frozen cell but moves me away from the goal.\n- Moving RIGHT will take me to (3, 3), which is the goal.\n- Moving UP will take me back to (2, 2), which is a safe frozen cell but a step backward.\n- Moving DOWN is not possible as it would take me outside the grid.\n\nThe optimal move is to go RIGHT to (3, 3), which will allow me to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0) on the grid, which is marked as 'A'. The goal 'G' is at position (3, 3). The grid layout is:\n\nAFFF\nFHFH\nFFFH\nHFFG\n\nI need to avoid holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). From my current position, I can move either RIGHT to (0, 1) or DOWN to (1, 0). Both are safe moves as they are marked 'F'. \n\nGiven that the holes on the first row are further away and the goal is at the bottom right, moving RIGHT seems like a reasonable choice to continue moving towards the goal while staying on safe ground.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1) on the grid. The grid layout is:\n\nSAFF\nFHFH\nFFFH\nHFFG\n\nI need to continue moving towards the goal at (3, 3). From my current position, I can move RIGHT to (0, 2), which is safe, or DOWN to (1, 1), which is a hole and should be avoided. Moving LEFT would take me back to the start, which doesn't help.\n\nThe safest and most logical move to continue progressing towards the goal is to move RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2) on the grid. The grid layout is:\n\nSFAF\nFHFH\nFFFH\nHFFG\n\nThe goal remains at (3, 3). From my current position, I can move RIGHT to (0, 3), which is safe, or DOWN to (1, 2), which is also safe since it's marked 'F'. Moving LEFT would take me back to (0, 1), and UP is not an option as I'm already at the top row.\n\nSince the goal is on the bottom row, moving DOWN to (1, 2) is a good choice to get closer to the goal while staying safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2) on the grid, and the grid layout is:\n\nSFFF\nFHAH\nFFFH\nHFFG\n\nThe goal is at (3, 3). From my current position, I can move LEFT to (1, 1), which is a hole and should be avoided. Moving RIGHT to (1, 3) is also a hole, which should be avoided as well. Moving UP to (0, 2) takes me back to the previous row, which doesn't help progress towards the goal.\n\nThe safest move is to go DOWN to (2, 2), which is marked 'F' and gets me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2) on the grid. The grid layout is:\n\nSFFF\nFHFH\nFFAH\nHFFG\n\nThe goal is at (3, 3). From my current position, I can move LEFT to (2, 1), which is safe, or RIGHT to (2, 3), which is a hole and should be avoided. Moving UP to (1, 2) takes me back to the previous row, which doesn't help progress towards the goal. Moving DOWN to (3, 2) is safe and gets me closer to the goal.\n\nThe best move is to go DOWN to (3, 2), which is safe and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am at position (3, 2) on the grid. The grid layout is:\n\nSFFF\nFHFH\nFFFH\nHFAG\n\nThe goal is at (3, 3), which is directly to my RIGHT. From my current position, I can safely move RIGHT to (3, 3) to reach the goal. LEFT is (3, 1), which is safe but doesn't lead to the goal. UP would take me back to (2, 2), which isn't helpful at this point.\n\nThe best move is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the starting point marked by 'A'. The goal is at position (3, 3). I need to avoid the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move either RIGHT or DOWN. Moving RIGHT to position (0, 1) is safe because it is frozen ice (F) and doesn't put me near any holes. Moving DOWN to (1, 0) is also safe, as it is frozen ice (F) and doesn't put me near any holes.\n\nThe safest move, considering future steps, is to move RIGHT to (0, 1) since it keeps more options open for navigating downwards and towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at (3, 3). From here, I can move LEFT back to (0, 0), which is not helpful. I can move DOWN to (1, 1), but that's a hole (H), so it's not safe. I can move RIGHT to (0, 2), which is frozen ice (F) and safe. I can also move UP, but I'm already at the top row, so that's not possible.\n\nThe safest move is to go RIGHT to (0, 2), as it is frozen ice and keeps me advancing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From here, I have the following options: \n\n- LEFT to (0, 1), which is safe but moves me away from the goal.\n- DOWN to (1, 2), which is frozen ice (F) and safe.\n- RIGHT to (0, 3), which is frozen ice (F) and safe.\n- UP is not possible since I'm at the top row.\n\nMoving RIGHT to (0, 3) is a safe option and keeps me on the top row, which has been free of holes so far. Moving DOWN to (1, 2) is also safe and positions me closer to the goal in the next row down.\n\nTo make progress towards the goal, the best move is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, my options are:\n\n- LEFT to (1, 1), which is a hole (H) and not safe.\n- DOWN to (2, 2), which is frozen ice (F) and safe.\n- RIGHT to (1, 3), which is a hole (H) and not safe.\n- UP to (0, 2), which is frozen ice (F) and safe but moves me away from the goal.\n\nThe safest move that progresses towards the goal is to go DOWN to (2, 2), which is frozen ice and keeps me on a path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From here, my options are:\n\n- LEFT to (2, 1), which is frozen ice (F) and safe.\n- DOWN to (3, 2), which is frozen ice (F) and safe.\n- RIGHT to (2, 3), which is a hole (H) and not safe.\n- UP to (1, 2), which is frozen ice (F) but moves me away from the goal.\n\nThe safest move that makes the most progress towards the goal is to go DOWN to (3, 2), which is frozen ice and puts me one step away from the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), which is directly to my RIGHT. From here, my options are:\n\n- LEFT to (3, 1), which is frozen ice (F) and safe.\n- RIGHT to (3, 3), which is the goal (G).\n- UP to (2, 2), which is frozen ice (F) but moves me away from the goal.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is also the start position 'S'. The goal 'G' is located at position (3, 3). The holes 'H' are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position, I can either move RIGHT to (0, 1) or DOWN to (1, 0). \n\nMoving RIGHT to (0, 1) leads me to another frozen ice cell 'F' with no immediate holes in proximity, making it a safe move. Moving DOWN to (1, 0) is also safe as it leads to a frozen ice cell 'F', but the next position (1, 1) contains a hole, which could be risky if I need to move further right.\n\nThe safest move is to move RIGHT to (0, 1) since it remains on frozen ice and avoids proximity to holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). From here, the goal 'G' is still at position (3, 3). The holes remain at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (0, 0), which is the start position 'S'.\n- RIGHT to (0, 2), which is a frozen ice cell 'F'.\n- DOWN to (1, 1), which is a hole 'H', so it's not safe.\n- UP is not possible as it would take me out of the grid.\n\nThe safest move would be to continue moving RIGHT to (0, 2) as it remains on frozen ice and does not bring me closer to any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' is still at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (0, 1), which is a frozen ice cell 'F'.\n- RIGHT to (0, 3), which is a frozen ice cell 'F'.\n- DOWN to (1, 2), which is a frozen ice cell 'F'.\n- UP is not possible as it would take me out of the grid.\n\nMoving RIGHT to (0, 3) is safe and keeps me along the top row of frozen ice. Moving DOWN to (1, 2) is also safe, but it brings me closer to the row with holes. \n\nThe safest move is to move RIGHT to (0, 3) as it stays on frozen ice and avoids proximity to holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal 'G' is at position (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (0, 2), which is a frozen ice cell 'F'.\n- DOWN to (1, 3), which is a hole 'H' and not safe.\n- RIGHT is not possible as it would take me out of the grid.\n- UP is not possible as it would take me out of the grid.\n\nSince moving DOWN leads to a hole, the only safe option is to move LEFT back to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal 'G' is still at position (3, 3), and the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (0, 1), which is a frozen ice cell 'F'.\n- RIGHT to (0, 3), which is a frozen ice cell 'F'.\n- DOWN to (1, 2), which is a frozen ice cell 'F'.\n- UP is not possible as it would take me out of the grid.\n\nSince moving RIGHT again would lead me back to the position where I cannot safely move down, I should choose to move DOWN to (1, 2) where it is safe and allows me to progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at position (3, 3), and the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (1, 1), which is a hole 'H' and not safe.\n- RIGHT to (1, 3), which is a hole 'H' and not safe.\n- DOWN to (2, 2), which is a frozen ice cell 'F'.\n- UP to (0, 2), which is a frozen ice cell 'F'.\n\nThe safest move is to go DOWN to (2, 2) as it remains on frozen ice and moves me closer to the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at position (3, 3), and the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (2, 1), which is a frozen ice cell 'F'.\n- RIGHT to (2, 3), which is a hole 'H' and not safe.\n- DOWN to (3, 2), which is a frozen ice cell 'F'.\n- UP to (1, 2), which is a frozen ice cell 'F'.\n\nThe safest move is to go DOWN to (3, 2) as it remains on frozen ice and moves me closer to the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at position (3, 3), and the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move:\n- LEFT to (3, 1), which is a frozen ice cell 'F'.\n- RIGHT to (3, 3), which is the goal 'G'.\n- UP to (2, 2), which is a frozen ice cell 'F'.\n- DOWN is not possible as it would take me out of the grid.\n\nThe safest and most strategic move is to go RIGHT to (3, 3) to reach the goal 'G' and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0), which is the start. The goal is at (3, 3).\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my current position, I can move right to (0, 1) or down to (1, 0). Moving right to (0, 1) keeps me on the top row, which seems safer as it avoids the immediate hole at (1, 1).\nThe safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal is still at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my current position, I can move right to (0, 2), or I could move down to (1, 1), but (1, 1) is a hole.\nMoving right to (0, 2) keeps me on the top row, avoiding any immediate holes. This move seems the safest.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3).\nThe holes remain at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my current position, I can move right to (0, 3) or down to (1, 2). Moving right will put me at (0, 3), which is safe, and then I can plan to move down later.\nMoving right avoids any immediate holes, as (1, 3) would be directly below but not an immediate threat.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my current position on the rightmost column, the only safe move is to go down to (1, 3), but (1, 3) is a hole. Therefore, I need to be cautious.\nA better move is to retrace back to (0, 2) and look for a path down that avoids holes, as moving down from here is not safe.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal remains at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nNow, from (0, 2), I can move down to (1, 2), which is safe, or I could move right again, but that limits my options and risks going to a hole eventually.\nMoving down to (1, 2) seems the best option for now as it opens up a safer path to progress further down the grid.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my position, I can move left to (1, 1), down to (2, 2), or right to (1, 3). Moving right to (1, 3) is a hole, so that's not an option.\nMoving left to (1, 1) is also a hole. The safest move is to go down to (2, 2), which is safe and keeps me progressing toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my position, I can move left to (2, 1), down to (3, 2), or right to (2, 3). Moving right to (2, 3) is a hole, so that's not an option.\nMoving left to (2, 1) is safe, but moving down to (3, 2) is also safe and progresses me closer to the goal.\nThe safest and most strategic move is to go down to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2), right next to the goal at (3, 3).\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\nFrom my position, I can move right to (3, 3), which is the goal. This is the optimal move to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the Start (S). The goal (G) is located at position (3, 3). The holes (H) are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nTo reach the goal, I need to navigate safely through the frozen lake. From my current position (0, 0), I can move either DOWN or RIGHT.\n\n- Moving RIGHT to (0, 1) is safe because it's frozen ice (F).\n- Moving DOWN to (1, 0) is also safe because it's frozen ice (F).\n\nBoth moves are safe, but moving RIGHT might keep me further away from the holes in the next steps. \n\nI will move RIGHT for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal (G) is still at (3, 3). The holes (H) remain at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move:\n- LEFT to (0, 0), which is safe but a step back.\n- DOWN to (1, 1), which is a hole and unsafe.\n- RIGHT to (0, 2), which is frozen ice (F) and safe.\n- UP is not possible as I'm already at the top row.\n\nThe safest and most strategic move is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I can move:\n- LEFT to (0, 1), which is safe but a step back.\n- DOWN to (1, 2), which is frozen ice (F) and safe.\n- RIGHT to (0, 3), which is frozen ice (F) and safe.\n- UP is not possible as I'm already at the top row.\n\nMoving DOWN to (1, 2) would bring me closer to the goal while avoiding immediate danger. It sets me up to continue safely towards the goal.\n\nI will move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), I can move:\n- LEFT to (1, 1), which is a hole (H) and unsafe.\n- DOWN to (2, 2), which is frozen ice (F) and safe.\n- RIGHT to (1, 3), which is a hole (H) and unsafe.\n- UP to (0, 2), which is frozen ice (F) and safe but a step back.\n\nThe safest move is to go DOWN to (2, 2), which keeps me on frozen ice and advances me towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), I can move:\n- LEFT to (2, 1), which is frozen ice (F) and safe.\n- DOWN to (3, 2), which is frozen ice (F) and safe.\n- RIGHT to (2, 3), which is a hole (H) and unsafe.\n- UP to (1, 2), which is frozen ice (F) and safe but a step back.\n\nThe safest and most strategic move that brings me closer to the goal is to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal (G) is at position (3, 3), which is directly to my right. The only hole (H) nearby is at position (3, 0).\n\nFrom my current position (3, 2), I can move:\n- LEFT to (3, 1), which is frozen ice (F) and safe but moves me away from the goal.\n- RIGHT to (3, 3), which is the goal (G) and will win the game.\n- UP to (2, 2), which is frozen ice (F) and safe but a step back.\n\nThe best move is clearly to move RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I'm at position (0, 0) which is the start position (A). The goal is located at (3, 3). To reach the goal, I need to navigate across the grid while avoiding holes. \n\nThe immediate surrounding cells are:\n- Right (0, 1): Frozen (F)\n- Down (1, 0): Frozen (F)\n\nSince both options are safe, I should consider the overall path to the goal. Moving right to (0, 1) keeps me on a safer path, avoiding the hole directly below at (1, 1).\n\nTherefore, the safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI have moved to position (0, 1). The goal is still at (3, 3). The immediate surrounding cells are:\n- Left (0, 0): Start (S)\n- Right (0, 2): Frozen (F)\n- Down (1, 1): Hole (H)\n\nMoving down is risky as it leads to a hole. Moving left takes me back to the start. Moving right to (0, 2) is safe and continues towards the goal. \n\nTherefore, the safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is still at (3, 3). The immediate surrounding cells are:\n- Left (0, 1): Frozen (F)\n- Right (0, 3): Frozen (F)\n- Down (1, 2): Frozen (F)\n\nAll directions are safe from holes. However, moving right to (0, 3) is the most direct route and keeps me progressing towards the goal.\n\nThe safest and most efficient move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). The immediate surrounding cells are:\n- Left (0, 2): Frozen (F)\n- Down (1, 3): Hole (H)\n\nMoving left would take me backward, and moving down leads to a hole. The only safe direction is moving downwards in a different column. Since I can't move right, I should consider moving back left to eventually go down a row safely.\n\nThe best move is to go left to explore other paths downwards.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal remains at (3, 3). The immediate surrounding cells are:\n- Left (0, 1): Frozen (F)\n- Right (0, 3): Frozen (F)\n- Down (1, 2): Frozen (F)\n\nSince moving down to (1, 2) is a safe option and allows me to progress toward the goal without backtracking, it's the best choice.\n\nThe safest next move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3). The immediate surrounding cells are:\n- Left (1, 1): Hole (H)\n- Right (1, 3): Hole (H)\n- Down (2, 2): Frozen (F)\n- Up (0, 2): Frozen (F)\n\nMoving left or right leads to holes, and moving up takes me backward. The safe and forward option is to move down to (2, 2).\n\nThe safest next move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). The immediate surrounding cells are:\n- Left (2, 1): Frozen (F)\n- Right (2, 3): Hole (H)\n- Down (3, 2): Frozen (F)\n- Up (1, 2): Frozen (F)\n\nMoving right leads to a hole, and moving up takes me backward. The best option is to move down to (3, 2), which is safe and brings me closer to the goal.\n\nThe safest next move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is at (3, 3), which is directly to my right. The immediate surrounding cells are:\n- Left (3, 1): Frozen (F)\n- Right (3, 3): Goal (G)\n- Up (2, 2): Frozen (F)\n\nMoving right will bring me to the goal, completing the game. \n\nThe best move is to go right to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm starting at position (0, 0), and the goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). My current position (0, 0) is safe, and I need to plan a path that avoids these holes.\n\nFrom (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0). Moving DOWN immediately puts me above a hole at (1, 1), which could be risky if I have to move further. Moving RIGHT to (0, 1) is safe, as it allows me to continue moving right or down without immediately encountering a hole.\n\nBased on this analysis, the safest move is RIGHT to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). From here, I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN to (1, 1) will put me directly on a hole, which is unsafe. Therefore, moving DOWN is not an option.\n\nMoving RIGHT to (0, 2) is safe, as it lands on frozen ground and keeps me on the top row, where I can continue moving right or down in subsequent moves.\n\nBased on this analysis, the best move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). From here, I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) will keep me on frozen ground, and moving DOWN to (1, 2) is also safe as it is frozen ground.\n\nHowever, if I move RIGHT to (0, 3), I'll be at the edge and will have to move down eventually. Moving DOWN to (1, 2) positions me nicely to continue moving downwards or to navigate right toward the goal without immediately encountering a hole.\n\nSince either direction is safe, I will choose to move DOWN to (1, 2) to start progressing toward the goal while avoiding the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3). Moving RIGHT to (1, 3) will land me in a hole, so that is not a safe option.\n\nMoving LEFT to (1, 1) would avoid the hole but doesn't progress me toward the goal. Moving DOWN to (2, 2) is safe, as it lands on frozen ground and keeps me moving toward the goal at (3, 3).\n\nGiven these options, the safest and most goal-oriented move is DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). From here, I can move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3). Moving RIGHT to (2, 3) will lead me into a hole, so that is not an option.\n\nMoving LEFT to (2, 1) is safe, as it is frozen ground. Moving DOWN to (3, 2) is also safe, as it is frozen ground and it gets me closer to the goal at (3, 3).\n\nSince moving DOWN to (3, 2) keeps me on course toward the goal and avoids holes, it is the best move.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). From here, I can move LEFT to (3, 1) or RIGHT to (3, 3). Moving RIGHT to (3, 3) will take me directly to the goal, which is the winning move.\n\nMoving LEFT to (3, 1) is safe, but it doesn't make sense when I can reach the goal immediately.\n\nThe best move is to go RIGHT to reach the goal at (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is also the starting position 'S'. The goal 'G' is at position (3, 3). The immediate move options from (0, 0) are RIGHT to (0, 1) or DOWN to (1, 0). \n\nLooking at the grid:\n- The RIGHT move to (0, 1) is onto 'F', safe frozen ice.\n- The DOWN move to (1, 0) is also onto 'F', safe frozen ice.\n- I should avoid the hole at (1, 1) and plan a path to reach (3, 3) safely.\n\nIf I move RIGHT initially, I can continue moving rightwards or downwards while avoiding holes. Moving RIGHT seems like a safe and strategic first step.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal 'G' is still at position (3, 3). The immediate move options from (0, 1) are LEFT to (0, 0), RIGHT to (0, 2), or DOWN to (1, 1).\n\nLooking at the grid:\n- The LEFT move to (0, 0) returns to the start position, which doesn't progress towards the goal.\n- The RIGHT move to (0, 2) is onto 'F', safe frozen ice.\n- The DOWN move to (1, 1) is onto 'H', a hole, which I must avoid.\n\nMoving RIGHT to (0, 2) is the safest and most strategic option to continue progressing towards the goal while avoiding the hole.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' remains at position (3, 3). The immediate move options from (0, 2) are LEFT to (0, 1), RIGHT to (0, 3), and DOWN to (1, 2).\n\nLooking at the grid:\n- The LEFT move to (0, 1) goes back, which doesn't help in reaching the goal.\n- The RIGHT move to (0, 3) is onto 'F', safe frozen ice.\n- The DOWN move to (1, 2) is onto 'F', safe frozen ice.\n\nBoth RIGHT to (0, 3) and DOWN to (1, 2) are safe moves. However, moving DOWN to (1, 2) keeps me away from the edge and closer to the goal, potentially allowing for more options to navigate safely.\n\nMoving DOWN seems strategic to stay on a safer path.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at position (3, 3). The immediate move options from (1, 2) are LEFT to (1, 1), RIGHT to (1, 3), UP to (0, 2), and DOWN to (2, 2).\n\nLooking at the grid:\n- The LEFT move to (1, 1) is onto 'H', a hole, which I must avoid.\n- The RIGHT move to (1, 3) is onto 'H', another hole, which I must avoid.\n- The UP move to (0, 2) goes back, which doesn't help progress towards the goal.\n- The DOWN move to (2, 2) is onto 'F', safe frozen ice.\n\nThe safest and only viable option to progress towards the goal is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at position (3, 3). The immediate move options from (2, 2) are LEFT to (2, 1), RIGHT to (2, 3), UP to (1, 2), and DOWN to (3, 2).\n\nLooking at the grid:\n- The LEFT move to (2, 1) is onto 'F', safe frozen ice.\n- The RIGHT move to (2, 3) is onto 'H', a hole, which I must avoid.\n- The UP move to (1, 2) goes back, which doesn't help progress towards the goal.\n- The DOWN move to (3, 2) is onto 'F', safe frozen ice.\n\nTo make progress towards the goal safely, the DOWN move to (3, 2) seems like the best option, as it brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at position (3, 3), directly to my right. The immediate move options from (3, 2) are LEFT to (3, 1), RIGHT to (3, 3), and UP to (2, 2).\n\nLooking at the grid:\n- The LEFT move to (3, 1) is onto 'F', safe frozen ice, but it moves away from the goal.\n- The RIGHT move to (3, 3) is onto 'G', the goal, which will win the game.\n- The UP move to (2, 2) goes back, which doesn't help progress towards the goal.\n\nThe best move is to go RIGHT to (3, 3), as it will reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm at position (0, 0), which is the starting point, and I need to reach the goal at (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). I should avoid these positions at all costs.\n\nFrom my current position (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT to (0, 1) seems safer for now because it allows me to stay on the top row and avoid the hole at (1, 1) directly below me.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is at (3, 3). From here, I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN to (1, 1) is not safe because there is a hole there. Therefore, moving RIGHT to (0, 2) is a safer option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is at (3, 3). From here, I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving DOWN to (1, 2) is safe since there are no holes directly below. Moving RIGHT to (0, 3) is also safe since it is frozen. I will choose to go RIGHT to (0, 3) to stay on the top row and keep avoiding holes in the next row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3). From here, I cannot move RIGHT as it is outside the grid. I also cannot move UP or LEFT because those directions would not bring me closer to the goal. The only option is to move DOWN to (1, 3). However, there is a hole at (1, 3), so I should avoid that. \n\nInstead, I'll move DOWN to (1, 2), which is safe, and then plan my path further from there.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at the start position (0, 0). The goal is at (3, 3). I need to navigate through the grid avoiding holes, which are at positions (1, 1), (1, 3), (2, 3), and (3, 0). The best initial move is to go RIGHT to (0, 1) because it keeps me on a safe path and avoids the hole below (1, 0).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). From here, moving RIGHT to (0, 2) is safe because it's frozen ice and keeps me progressing towards the goal without encountering any holes. Moving DOWN would take me to (1, 1), which is a hole, so that's not an option. Moving LEFT would take me back to the start, which doesn't progress the game. Therefore, the safest and most logical move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). From here, moving RIGHT to (0, 3) is safe and will keep me on the path towards the goal. Moving DOWN to (1, 2) is also a safe move since (1, 2) is frozen ice. However, moving RIGHT will get me closer to the goal, and there are no immediate threats on the current row. Thus, the safest and most efficient move is to go RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). From here, I cannot move RIGHT as it is outside the grid. Moving LEFT would take me back to (0, 2), which doesn't progress towards the goal. Moving UP is also not possible since it would take me outside the grid. The best option is to move DOWN to (1, 3). Although there is a hole at (1, 3), this is a mistake in the analysis because the correct position should be (1, 3) being ice. To proceed safely, the best move would be DOWN to the next row, (1, 3), while ensuring it is safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the Start (S) position. The goal (G) is at position (3, 3). The grid layout is as follows:\n\nRow 0: AFFF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nI need to navigate from the start to the goal without falling into any holes. The holes are located at:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nFrom my current position (0, 0), moving right to (0, 1) is safe as it's a Frozen ice (F) cell. Moving down would take me to (1, 0), which is also safe. Both options are safe, but moving right keeps me further from the holes in the second row for now.\n\nThe safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The grid is:\n\nRow 0: SAFF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nThe goal (G) is still at position (3, 3). The holes remain at:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nFrom my current position (0, 1), I can move:\n- Right to (0, 2), which is safe (F).\n- Down to (1, 1), which is a hole (H) and unsafe.\n- Left back to (0, 0), which is safe (F) but backward.\n- Up is not possible as I'm already in the top row.\n\nThe safest and most forward-progressing move is to go right to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The grid is:\n\nRow 0: SFAF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nThe goal (G) is at position (3, 3) and the holes are at:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nFrom my current position (0, 2), I can move:\n- Right to (0, 3), which is safe (F).\n- Down to (1, 2), which is safe (F).\n- Left back to (0, 1), which is safe (F) but takes me back.\n\nThe safest and most forward-progressing move is to go right to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The grid is:\n\nRow 0: SFFA\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nThe goal (G) is at position (3, 3) and the holes are at:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nFrom my current position (0, 3), I can move:\n- Down to (1, 3), which is a hole (H) and unsafe.\n- Left to (0, 2), which is safe (F) but takes me backward.\n\nSince moving right or up isn't possible, the only safe move forward is to move down to (1, 2), which is safe (F).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I'm at position (0, 0), which is the starting point. The goal is located at (3, 3). \n\nThe grid layout is:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nI need to move towards the goal while avoiding holes. The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move RIGHT to (0, 1), which is a safe move since it's a frozen tile and doesn't bring me closer to any holes immediately.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal remains at (3, 3), and my path should avoid the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe grid now looks like this:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom (0, 1), I can move:\n- LEFT to (0, 0), but that's backtracking.\n- RIGHT to (0, 2), which is safe.\n- DOWN to (1, 1), but there's a hole there.\n- UP is not possible as I'm already at the top row.\n\nThe safest move is to continue moving RIGHT to (0, 2) since it keeps me on a frozen tile and away from any immediate danger.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal is at (3, 3), and I need to carefully navigate towards it while avoiding holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe grid layout is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom (0, 2), I can move:\n- LEFT to (0, 1), which would backtrack.\n- RIGHT to (0, 3), which is a safe frozen tile.\n- DOWN to (1, 2), which is also a safe frozen tile.\n- UP is not possible as I'm at the top row.\n\nMoving DOWN to (1, 2) appears to be a good choice as it positions me closer to the goal and avoids holes. This path seems safe and strategic.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is located at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom (1, 2), I can move:\n- LEFT to (1, 1), but there's a hole there.\n- RIGHT to (1, 3), but there's also a hole there.\n- DOWN to (2, 2), which is a safe frozen tile.\n- UP to (0, 2), but that would be backtracking.\n\nThe safest move is to go DOWN to (2, 2), keeping me on frozen tiles and moving closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm at position (2, 2) now. The goal is at (3, 3). There are holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom (2, 2), the possible moves are:\n- LEFT to (2, 1), which is safe.\n- RIGHT to (2, 3), but there's a hole there.\n- DOWN to (3, 2), which is a safe frozen tile.\n- UP to (1, 2), but that would be backtracking.\n\nThe best move is to go DOWN to (3, 2), keeping me safe on a frozen tile and bringing me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is directly to my right at (3, 3). The holes in the grid are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom (3, 2), I can move:\n- LEFT to (3, 1), which is a safe frozen tile.\n- RIGHT to (3, 3), which is the goal.\n- UP to (2, 2), which would be backtracking.\n- DOWN is not possible as I'm at the bottom row.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the start position (S). The goal (G) is located at (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), I can safely move to the right to position (0, 1), which is a frozen ice (F) tile. This move keeps me away from any holes for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal (G) is still at (3, 3). From here, I have a few options: \n- Moving LEFT would take me back to the start position (0, 0).\n- Moving DOWN to position (1, 1) would land me in a hole, which is not safe.\n- Moving RIGHT to position (0, 2) keeps me on frozen ice (F).\n- Moving UP is not possible as I'm already in the top row.\n\nThe safest move is to go RIGHT to position (0, 2), which is still on frozen ice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal (G) is at (3, 3). From my current position, I have the following options:\n- Moving LEFT would take me back to position (0, 1).\n- Moving DOWN to position (1, 2), which is a frozen ice (F) tile and safe.\n- Moving RIGHT to position (0, 3) keeps me on frozen ice (F).\n- Moving UP is not possible as I'm already in the top row.\n\nWhile moving RIGHT is safe for now, moving DOWN to position (1, 2) seems better as it starts to position me closer to the goal while avoiding known holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal (G) is at (3, 3). From here, I have the following options:\n- Moving LEFT to position (1, 1) would land me in a hole, which is not safe.\n- Moving DOWN to position (2, 2) is safe as it is a frozen ice (F) tile.\n- Moving RIGHT to position (1, 3) would land me in a hole, which is not safe.\n- Moving UP to position (0, 2) would take me back to a previous position.\n\nThe best move is to go DOWN to position (2, 2), keeping me safe and moving closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal (G) is at (3, 3). From here, my options are:\n- Moving LEFT to position (2, 1), which is a frozen ice (F) tile and safe.\n- Moving DOWN to position (3, 2), which is a frozen ice (F) tile and safe.\n- Moving RIGHT to position (2, 3) would land me in a hole, which is not safe.\n- Moving UP to position (1, 2) would take me back to a previous position.\n\nMoving DOWN to position (3, 2) seems to be the best move as it keeps me safe and positions me right next to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal (G) is right next to me at (3, 3). From here, my options are:\n- Moving LEFT to position (3, 1), which is a frozen ice (F) tile, but it takes me away from the goal.\n- Moving DOWN is not possible as I am already at the bottom row.\n- Moving RIGHT to position (3, 3) will take me to the goal (G).\n- Moving UP to position (2, 2) would take me back to a previous position.\n\nThe best and winning move is to go RIGHT to position (3, 3) to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) which is the starting point. The goal is at position (3, 3). To reach the goal, I need to navigate through the grid while avoiding holes. The immediate holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). The safest initial move to make progress is to move RIGHT to position (0, 1), as moving DOWN would lead me toward a hole at (1, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, I can continue moving toward the goal by either going RIGHT to (0, 2) or DOWN to (1, 1). However, moving DOWN to (1, 1) would place me directly on a hole, which is not safe. Therefore, the best move is to go RIGHT to (0, 2) to continue progressing toward the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is still at (3, 3). From here, I have the option to move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) is safe, while moving DOWN keeps me away from the hole at (1, 1) and leads to (1, 2), which is also safe. To continue progressing toward the goal efficiently, moving RIGHT to (0, 3) seems like a good step as it positions me closer to moving down safely in the next step.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at position (3, 3). From here, the only viable move to continue progressing toward the goal is to move DOWN to (1, 3). However, (1, 3) is a hole, so that path is not safe. Therefore, I should move LEFT to (0, 2) and then find a safer path downward to eventually get closer to the goal.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). From here, moving RIGHT again takes me back to (0, 3) where I can't move further down due to a hole. Moving LEFT takes me back to (0, 1), which doesn't help progression. Therefore, the best move is to go DOWN to (1, 2), a safe frozen cell, to start navigating around the holes toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, moving RIGHT to (1, 3) is not an option due to a hole. Moving UP takes me back to a previous position. The best move is to continue DOWN to (2, 2), which is a safe frozen cell, and this path keeps me progressing toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3). From here, the safest move to continue toward the goal is to move RIGHT to (2, 3), but that position is a hole. Moving DOWN to (3, 2) is safe and gets me one step closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), directly to my RIGHT. Moving RIGHT to (3, 3) will safely take me to the goal without encountering any holes. This is the optimal move to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0) which is marked as 'A'. The goal 'G' is at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position, I can either move RIGHT to (0, 1) or DOWN to (1, 0). Moving DOWN would put me directly above a hole at (1, 1), so it's safer to move RIGHT to (0, 1) since it would keep me on frozen ice and avoid immediate proximity to a hole.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal 'G' is still at (3, 3). The holes remain at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move RIGHT to (0, 2), DOWN to (1, 1), or LEFT to return to (0, 0). Moving DOWN to (1, 1) would place me in a hole, which is not an option. Moving LEFT would take me back to the start, which is not productive. Therefore, the safest and most forward move is to go RIGHT to (0, 2), keeping me on frozen ice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT to (0, 1). Moving LEFT would take me backward, and I want to progress towards the goal. Moving RIGHT to (0, 3) keeps me on frozen ice, moving me closer to the goal. Moving DOWN to (1, 2) also keeps me on frozen ice and is a good option for progressing, but RIGHT is a more direct path to the goal.\n\nI will choose to move RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move DOWN to (1, 3) or LEFT to (0, 2). Moving LEFT would take me backward, which is not ideal. Moving DOWN to (1, 3) would land me in a hole, which is not an option.\n\nSince there are no safe moves to progress from this position, I'll need to backtrack slightly to find a safer path. The best option is to move LEFT to (0, 2) to reassess my path.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT to (0, 1). Moving RIGHT brings me back to a dead end. Moving LEFT takes me backward, which is not ideal for progress. Moving DOWN to (1, 2) is a safe move onto frozen ice and allows me to explore a new path towards the goal.\n\nI will move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move LEFT to (1, 1), DOWN to (2, 2), RIGHT to (1, 3), or UP to (0, 2). Moving RIGHT to (1, 3) would land me in a hole, which is not an option. Moving LEFT to (1, 1) also leads me into a hole. Moving UP takes me back to (0, 2), which is backward.\n\nThe best move is to go DOWN to (2, 2), which is safe and keeps me progressing toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move LEFT to (2, 1), DOWN to (3, 2), RIGHT to (2, 3), or UP to (1, 2). Moving RIGHT to (2, 3) would land me in a hole, so that’s not an option. Moving UP to (1, 2) would take me backward.\n\nMoving LEFT to (2, 1) is safe and keeps me on frozen ice. Moving DOWN to (3, 2) is also safe and closer to the goal, but it places me adjacent to a hole at (3, 0). However, moving DOWN to (3, 2) brings me closer to the goal directly and is safe for the next step. \n\nI'll choose to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal 'G' is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2). Moving UP to (2, 2) would take me backward. Moving LEFT to (3, 1) is safe but not progressing directly toward the goal.\n\nThe best move is to go RIGHT to (3, 3), as that will take me directly to the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0). The goal is at position (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). My immediate options from (0, 0) are to move RIGHT to (0, 1) or DOWN to (1, 0). Moving DOWN to (1, 0) seems safe, as it leads to a frozen tile and avoids the nearby hole at (1, 1).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nAHFH\nFFFH\nHFFG\n\nPosition: Row 1, Column 0\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 0). From here, I can move RIGHT to (1, 1), DOWN to (2, 0), or UP back to (0, 0). Moving RIGHT to (1, 1) is risky because there's a hole there. Moving UP to (0, 0) takes me back to the start. The best option is to move DOWN to (2, 0), which is a safe frozen tile and avoids holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nAFFH\nHFFG\n\nPosition: Row 2, Column 0\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 0). From here, I can move RIGHT to (2, 1), DOWN to (3, 0), or UP back to (1, 0). Moving DOWN to (3, 0) is dangerous since there's a hole there. Moving UP to (1, 0) takes me back, which is not ideal. The safest move is to go RIGHT to (2, 1), which is a frozen tile and keeps me on track towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFAFH\nHFFG\n\nPosition: Row 2, Column 1\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 1). From here, I can move RIGHT to (2, 2), DOWN to (3, 1), or back LEFT to (2, 0). Moving LEFT takes me backward, so it's not ideal. Moving DOWN to (3, 1) is safe as it is a frozen tile. Moving RIGHT to (2, 2) is also safe. However, moving DOWN to (3, 1) gets me closer to the goal. The best move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHAFG\n\nPosition: Row 3, Column 1\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 1). From here, I can move RIGHT to (3, 2), which is a frozen tile, or LEFT to (3, 0), where there's a hole. Moving UP to (2, 1) would take me back. The safest move is to go RIGHT to (3, 2), which brings me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is directly to my RIGHT at (3, 3). Moving RIGHT will take me to the goal and win the game. There are no holes in that direction, so it is a safe move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the Start (S). The Goal (G) is at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0) as both are safe frozen ice (F) cells. Moving RIGHT seems safer because moving DOWN would eventually lead me closer to the hole at (1, 1). By going RIGHT, I can continue to navigate the first row safely before considering moving down.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The Goal (G) is still at position (3, 3). From my current position, I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN is risky because it will place me right next to a hole at (1, 1). \n\nMoving RIGHT to (0, 2) is a safer option as it keeps me on the frozen ice (F) and allows me to continue navigating the first row, avoiding the immediate danger of holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The Goal (G) is at position (3, 3). From here, I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) keeps me on the frozen ice (F) and avoids any immediate holes.\n\nMoving DOWN to (1, 2) is also safe, but it will bring me closer to a hole at (1, 3). Continuing RIGHT to (0, 3) is the safer option and keeps me on a straightforward path along the first row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The Goal (G) is at position (3, 3). From here, I have the option to move DOWN to (1, 3) or LEFT back to (0, 2).\n\nMoving LEFT would take me backward and doesn't help me progress towards the goal. Moving DOWN to (1, 3) is risky because it is a hole (H). Therefore, I need to find a way to safely advance towards the goal without stepping into a hole.\n\nI should backtrack and try moving DOWN from an earlier position. The next best move is to go LEFT to (0, 2) to reassess my path.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The Goal (G) is still at position (3, 3). From here, I can move LEFT to (0, 1) or DOWN to (1, 2). \n\nMoving LEFT takes me further from my goal, so I should consider moving DOWN. Moving DOWN to (1, 2) is safe as it's a frozen ice (F) cell and allows me to progress towards the goal. I'll need to be careful of the hole at (1, 3), but this step is safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The Goal (G) is at position (3, 3). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or UP back to (0, 2). Moving RIGHT to (1, 3) is not an option because there's a hole (H).\n\nMoving LEFT to (1, 1) is not safe because there is a hole there. Moving UP would take me backwards, so the best option is to move DOWN to (2, 2), which is a frozen ice (F) cell and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The Goal (G) is at position (3, 3). From here, I can move LEFT to (2, 1), DOWN to (3, 2), or UP back to (1, 2). Moving RIGHT to (2, 3) is not an option because there's a hole (H).\n\nMoving LEFT to (2, 1) is safe as it's a frozen ice (F), but it takes me away from the goal. Moving DOWN to (3, 2) is also safe and brings me closer to the goal without encountering any holes immediately. This makes moving DOWN the best option.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The Goal (G) is at position (3, 3), which is directly to the RIGHT of my current position. \n\nFrom here, I can move RIGHT to (3, 3) to reach the goal. This move is safe as there are no holes in that direction, and it will allow me to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the start position 'A'. The goal 'G' is at position (3, 3). From my current position, I can move right or down. Moving down would take me to position (1, 0), which is safe ('F'). Moving right would take me to position (0, 1), which is also safe ('F'). There are holes at (1, 1), (1, 3), (2, 3), and (3, 0), so I need to avoid those positions. To make progress towards the goal, moving right seems like a good step, as it keeps me moving towards the goal while staying on safe ice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). From here, I can move left back to (0, 0), move right to (0, 2), or move down to (1, 1). Moving left would take me back to the start, which is unnecessary. Moving right would take me to (0, 2), which is a safe frozen ice ('F'). Moving down would take me to (1, 1), which is a hole ('H'), so that move is not safe. The safest move that also progresses me towards the goal is to move right to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). From here, I can move left to (0, 1), move right to (0, 3), or move down to (1, 2). Moving left would take me back to (0, 1), which I've already visited. Moving right would take me to (0, 3), which is safe ('F'). Moving down would take me to (1, 2), which is also safe ('F'). Both moving right and down are safe moves. However, moving down to (1, 2) seems strategic as it helps me get closer to the goal and keep options open for further safe moves, avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). From here, I can move left to (1, 1), move right to (1, 3), move up back to (0, 2), or move down to (2, 2). Moving left to (1, 1) is not safe as it is a hole ('H'). Moving right to (1, 3) is also not safe as it is a hole ('H'). Moving up would take me back to (0, 2), which I've already visited. Moving down to (2, 2) is safe ('F') and brings me closer to the goal at (3, 3). Therefore, the best and safest move is to go down to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). From here, I can move left to (2, 1), move right to (2, 3), move up back to (1, 2), or move down to (3, 2). Moving right to (2, 3) is not safe as it is a hole ('H'). Moving up would take me back to (1, 2), which doesn't progress towards the goal. Moving left to (2, 1) is safe ('F'). Moving down to (3, 2) is safe ('F') and it brings me closer to the goal at (3, 3). Therefore, the best move is to go down to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). From here, I can move left to (3, 1), move right to (3, 3), or move up back to (2, 2). Moving left to (3, 1) is safe ('F'), but it doesn't bring me closer to the goal. Moving up to (2, 2) takes me backward, which is unnecessary. Moving right to (3, 3) would take me directly to the goal ('G'). Therefore, the most optimal move is to go right to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the starting point. The goal is to reach (3, 3). The holes are located at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can either move RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT seems safe as it keeps me on frozen ice, and I will still have safe options to move forward in subsequent turns. Moving DOWN to (1, 0) is also safe since (1, 0) is frozen ice, but RIGHT seems like a better strategic choice to avoid the hole at (1, 1) in the next turn.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3), and I need to find the safest path avoiding holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 1), I have the following options:\n- LEFT to (0, 0), which takes me back to the start.\n- DOWN to (1, 1), which is not safe because it is a hole.\n- RIGHT to (0, 2), which is frozen ice and keeps me on a safe path.\n- UP is not possible as I am already in the top row.\n\nThe safest move is to go RIGHT to (0, 2) to stay on the frozen path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 2), my options are:\n- LEFT to (0, 1), which takes me back.\n- DOWN to (1, 2), which is safe as it's frozen ice.\n- RIGHT to (0, 3), which is also safe (frozen ice) and gets me closer to the goal.\n- UP is not possible as I'm at the top row.\n\nMoving RIGHT to (0, 3) is the best choice as it keeps me on a safe path and moves me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 3), my options are:\n- LEFT to (0, 2), which takes me back.\n- DOWN to (1, 3), which is a hole and therefore unsafe.\n- RIGHT is not possible as I'm already at the far right.\n- UP is not possible as I'm in the top row.\n\nThe only safe move is LEFT to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is still at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 2), the options are:\n- LEFT to (0, 1), which takes me further away from the goal.\n- DOWN to (1, 2), which is frozen ice and a safe move.\n- RIGHT to (0, 3), which I just came from and is also safe but leads to a dead end.\n- UP is not possible as I'm in the top row.\n\nMoving DOWN to (1, 2) is the best choice as it keeps me on a safe path and allows me to progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (1, 2), the options are:\n- LEFT to (1, 1), which is a hole and unsafe.\n- DOWN to (2, 2), which is frozen ice and safe.\n- RIGHT to (1, 3), which is a hole and unsafe.\n- UP to (0, 2), which takes me back.\n\nThe safest and most effective move is DOWN to (2, 2), keeping me on the path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (2, 2), the options are:\n- LEFT to (2, 1), which is frozen ice and safe.\n- DOWN to (3, 2), which is frozen ice and safe.\n- RIGHT to (2, 3), which is a hole and unsafe.\n- UP to (1, 2), which takes me back.\n\nThe safest move that also brings me closer to the goal is DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), which is directly to my right. The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (3, 2), the options are:\n- LEFT to (3, 1), which is frozen ice and safe.\n- RIGHT to (3, 3), which is the goal.\n- UP to (2, 2), which takes me back.\n- DOWN is not an option as I am at the bottom row.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the start position. The goal is located at (3, 3). From my current position, I can move either RIGHT to (0, 1) or DOWN to (1, 0).\n\nIf I move RIGHT to (0, 1), I will land on a safe Frozen ice cell, and I can continue moving right or down from there. If I move DOWN to (1, 0), I will also land on a safe Frozen ice cell, but this path leads me closer to the hole at (1, 1). \n\nTo maximize my distance from the holes and maintain a clear path, the safest move is to go RIGHT first.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is at (3, 3). From here, I can move LEFT to return to (0, 0), but that would be backtracking. I can move RIGHT to (0, 2), which is a safe Frozen ice cell, or I can move DOWN to (1, 1), which is a Hole and should be avoided.\n\nThe best option is to continue moving RIGHT to (0, 2) to stay on the safe path and maintain progress towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From here, I can move LEFT to (0, 1), but that would be backtracking. I can move RIGHT to (0, 3), which is a safe Frozen ice cell, or I can move DOWN to (1, 2), which is also a safe Frozen ice cell.\n\nSince moving RIGHT will keep me on the top row and closer to the goal without encountering any immediate holes, and will give more flexibility for the next move, I will move RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3). From here, moving RIGHT is not possible since it's off the grid. Moving LEFT to (0, 2) would be backtracking. Moving UP is not possible as it's off the grid.\n\nThe best option is to move DOWN to (1, 3). However, (1, 3) is a Hole, which means that moving there would result in game over. \n\nTherefore, I should reconsider and move LEFT to (0, 2) to explore other paths, since moving DOWN directly from the current position is not safe.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From here, I can move LEFT to (0, 1), which isn't ideal as it means backtracking. I can also move RIGHT back to (0, 3), but that doesn't create any new opportunity since I cannot move down from there.\n\nThe best option now is to move DOWN to (1, 2), which is a safe Frozen ice cell. This move will also keep me progressing towards the goal while avoiding the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, I can move LEFT to (1, 1), but that would take me into a Hole, which I must avoid. \n\nI can move RIGHT to (1, 3), but that is also a Hole, which is unsafe. Moving UP to (0, 2) would be backtracking.\n\nThe only safe option is to move DOWN to (2, 2), which is a safe Frozen ice cell and keeps me progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From here, I can move LEFT to (2, 1), which is a safe Frozen ice cell. Moving RIGHT to (2, 3) would land me in a Hole, which is not safe.\n\nMoving UP to (1, 2) would be backtracking, and moving DOWN to (3, 2) is a safe option as it lands on a Frozen ice cell and moves me closer to the goal.\n\nThe best move is to go DOWN to (3, 2) since it keeps me on a safe path and one step away from the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), which is directly to my RIGHT. From here, I have a few options:\n\n- Moving LEFT to (3, 1) is a safe Frozen ice cell, but it takes me away from the goal.\n- Moving UP to (2, 2) would be backtracking.\n- Moving RIGHT to (3, 3) will take me directly to the goal.\n\nThe optimal move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm at position (0, 0) currently on the Start (S) which is marked as the Agent (A). The goal is at (3, 3). I need to navigate safely to the Goal (G) while avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nCurrently, I am on the top-left corner, (0, 0). The next possible moves are:\n- RIGHT to (0, 1), which is a Frozen (F) tile.\n- DOWN to (1, 0), which is also a Frozen (F) tile.\n\nBoth moves are safe, but moving RIGHT will keep more options open later as moving DOWN would make it closer to a hole at (1, 1). Therefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, the possible moves are:\n- LEFT to (0, 0), which is the Start (S) position. \n- DOWN to (1, 1), which is a Hole (H) and must be avoided.\n- RIGHT to (0, 2), which is a Frozen (F) tile.\n\nThe best move is to continue RIGHT to (0, 2), which is safe and keeps me progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From here, the possible moves are:\n- LEFT to (0, 1), which is a Frozen (F) tile.\n- DOWN to (1, 2), which is also a Frozen (F) tile.\n- RIGHT to (0, 3), which is a Frozen (F) tile.\n\nMoving DOWN to (1, 2) seems the best option as it progresses me toward the goal and avoids the hole at (1, 3). It also keeps me away from the top edge, giving more movement options.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). The possible moves from here are:\n- LEFT to (1, 1), which is a Hole (H) and must be avoided.\n- DOWN to (2, 2), which is a Frozen (F) tile and safe to move to.\n- RIGHT to (1, 3), which is a Hole (H) and must be avoided.\n\nThe only safe move is to go DOWN to (2, 2), which keeps me progressing toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From this position, the possible moves are:\n- LEFT to (2, 1), which is a Frozen (F) tile.\n- DOWN to (3, 2), which is a Frozen (F) tile.\n- RIGHT to (2, 3), which is a Hole (H) and must be avoided.\n\nThe best move is to go DOWN to (3, 2), as it brings me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), which is directly to my RIGHT. The possible moves from here are:\n- LEFT to (3, 1), which is a Frozen (F) tile.\n- RIGHT to (3, 3), which is the Goal (G).\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) marked as 'A', which is also the Start 'S'. The goal 'G' is at position (3, 3). The holes 'H' are located at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nTo safely progress towards the goal, I need to avoid these holes. From my current position (0, 0), moving right seems safe as it leads to position (0, 1), which is 'F' (Frozen ice and safe to walk on).\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal 'G' is still at position (3, 3). The holes remain at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move RIGHT to position (0, 2), which is 'F' (Frozen ice and safe). Moving DOWN to (1, 1) is not safe because it contains a hole.\n\nMoving LEFT would take me back to the starting position, which isn't helpful. Therefore, the safest and most forward move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving RIGHT to position (0, 3) is safe as it is marked 'F'. Moving DOWN to (1, 2) is also an option since it is frozen and safe.\n\nSince moving RIGHT continues to keep me away from holes and progresses towards the goal, I'll choose to move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal 'G' is at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving DOWN to position (1, 3) is not safe because it contains a hole. Moving LEFT would take me back to (0, 2), which isn't helpful for progress.\n\nThere is no RIGHT move available since I'm at the edge of the grid. Therefore, the safest move is to go DOWN to position (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0) which is the Start (S) position. The Goal (G) is located at (3, 3). My immediate goal is to move towards the right and downward while avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move RIGHT to position (0, 1) which is safe as it is marked 'F' (Frozen ice). This move keeps me progressing towards the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal (G) is still at (3, 3). My current position is safe, and I need to keep moving towards the goal while avoiding holes.\n\nFrom (0, 1), I can move RIGHT to (0, 2), which is a safe 'F' (Frozen ice) cell. This move continues to take me closer to the goal while avoiding holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal (G) is at (3, 3). To continue progressing towards the goal, I need to move downwards or to the right.\n\nFrom (0, 2), moving RIGHT to (0, 3) is safe as it is 'F' (Frozen ice). This move keeps me moving towards the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal (G) is at (3, 3). From here, moving RIGHT is not possible as it would take me out of bounds. So, I should consider moving DOWN to (1, 3).\n\nHowever, (1, 3) is a hole (H), so moving DOWN is not safe. Instead, I should move LEFT back to (0, 2) to reassess my path, as that's the safest option available from here.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal (G) is at (3, 3). To progress towards the goal safely, I should consider moving DOWN.\n\nFrom (0, 2), moving DOWN to (1, 2) is safe since it's 'F' (Frozen ice), and it brings me closer to the goal without encountering holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal (G) is at (3, 3). From here, I need to move towards the goal while avoiding holes.\n\nMoving RIGHT to (1, 3) is not safe as it is a hole (H). Moving DOWN to (2, 2) is safe because it's 'F' (Frozen ice), and it progresses me towards the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal (G) is at (3, 3). My next move should continue towards the goal while avoiding holes.\n\nFrom (2, 2), I can move RIGHT to (2, 3), but it's a hole (H), so it's not safe. I can also move DOWN to (3, 2), which is 'F' (Frozen ice), and it is a safe move that brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal (G) is at (3, 3), right next to me on the right. \n\nFrom (3, 2), moving RIGHT to (3, 3) is safe and will allow me to reach the goal, completing the game successfully.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3). I can see the holes located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nI need to primarily move right and down to reach the goal. The cell to my right (0, 1) is safe (Frozen), and it keeps me away from the hole at (1, 1) if I move down later. Moving right seems like the safest initial move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is still at (3, 3). From my current position, I can move right to (0, 2), which is safe (Frozen). Going right will help me progress towards the goal while keeping me on a safe path away from holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is at (3, 3). From here, moving right to (0, 3) is safe as it is a Frozen cell. Moving right will also keep me progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). From here, I must move downward, as moving right is not possible. Moving down to (1, 3) would place me in a hole, which is dangerous. \n\nInstead, I will move down to (1, 2), which is a safe Frozen cell. From there, I can continue moving towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is also the start position (S). The goal (G) is located at (3, 3). The holes (H) are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo reach the goal safely, I need to plan my path avoiding these holes. From my current position, moving right to (0, 1) seems safe as it is marked as frozen (F), and does not place me near any holes. Moving down would bring me closer to the hole at (1, 1), so the safest move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at (3, 3). From here, I can consider my next move:\n\n- Moving right to (0, 2) is safe as it is a frozen tile (F).\n- Moving down to (1, 1) is dangerous because it is a hole (H).\n- Moving left would take me back to the start position (0, 0).\n- Moving up is not possible as I'm already at the top row.\n\nTo progress towards the goal without risk, the best move is to continue moving right to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal is at (3, 3). From my current position, I have a few options:\n\n- Moving right to (0, 3) is safe as it is a frozen tile (F).\n- Moving down to (1, 2) is safe as it is also a frozen tile (F).\n- Moving left would take me back to (0, 1).\n- Moving up is not an option since I'm already at the top row.\n\nBoth right and down are safe moves, but moving down to (1, 2) starts taking me closer towards the goal without immediately threatening holes. It's a strategic move to start heading downwards towards the goal. \n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3). Considering my options from this position:\n\n- Moving right to (1, 3) is dangerous because it is a hole (H).\n- Moving down to (2, 2) is safe as it is a frozen tile (F).\n- Moving left to (1, 1) is dangerous because it is a hole (H).\n- Moving up would take me back to (0, 2).\n\nThe safest move is to go down to (2, 2), which is a frozen tile and moves me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From my current position, I have these options:\n\n- Moving right to (2, 3) is dangerous because it is a hole (H).\n- Moving down to (3, 2) is safe as it is a frozen tile (F).\n- Moving left to (2, 1) is safe as it is a frozen tile (F).\n- Moving up would take me back to (1, 2).\n\nTo get closer to the goal while avoiding holes, the best move is to go down to (3, 2), which is a safe frozen tile and puts me in a good position to reach the goal in the next move.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is at (3, 3), which is directly to my right. From this position, I have the following options:\n\n- Moving right to (3, 3) will take me to the goal (G).\n- Moving left to (3, 1) is safe but unnecessary as it moves me away from the goal.\n- Moving up would take me back to (2, 2).\n- Moving down is not possible since I'm already at the bottom row.\n\nThe best move is to go right to (3, 3) to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0) which is marked with 'A'. The grid shows:\n\n- AFFF\n- FHFH\n- FFFH\n- HFFG\n\nMy goal is to reach position (3, 3) marked with 'G'. I need to avoid holes which are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move RIGHT to (0, 1) or DOWN to (1, 0). The safest move right now seems to be moving RIGHT to stay on the frozen path and avoid immediate danger from holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The grid now looks like this:\n\n- SAFF\n- FHFH\n- FFFH\n- HFFG\n\nMy goal remains at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN is not safe because there is a hole at (1, 1). The safest move is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The grid now looks like this:\n\n- SFAF\n- FHFH\n- FFFH\n- HFFG\n\nThe goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving DOWN to (1, 2) is safe as it is a frozen tile, while moving RIGHT to (0, 3) is also safe. \n\nHowever, moving DOWN to (1, 2) would eventually help me navigate around the hole at (1, 3) by potentially moving to (2, 2) later. I will move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The grid now looks like this:\n\n- SFFF\n- FHAH\n- FFFH\n- HFFG\n\nThe goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), I can move LEFT to (1, 1), DOWN to (2, 2), RIGHT to (1, 3), or UP to (0, 2). Moving RIGHT to (1, 3) is not safe because there is a hole. Moving LEFT to (1, 1) is also unsafe due to a hole. \n\nThe safest move is to move DOWN to (2, 2), which is a frozen tile and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The grid now looks like this:\n\n- SFFF\n- FHFH\n- FFAH\n- HFFG\n\nThe goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), I can move LEFT to (2, 1), DOWN to (3, 2), RIGHT to (2, 3), or UP to (1, 2). Moving RIGHT to (2, 3) is not safe because there is a hole. \n\nMoving LEFT to (2, 1) or DOWN to (3, 2) are both safe options, but moving DOWN to (3, 2) brings me closer to the goal and is on a frozen tile. I will move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The grid now looks like this:\n\n- SFFF\n- FHFH\n- FFFH\n- HFAG\n\nThe goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (3, 2), I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2). Moving RIGHT to (3, 3) will take me directly to the goal.\n\nThe safest and most strategic move is to move RIGHT to reach the goal at (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting point (S). The goal (G) is located at position (3, 3). The holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (0, 0), there are two possible moves: RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT keeps me on a frozen tile (F) and moves me closer to the goal, whereas moving DOWN also lands me on a frozen tile (F). Both options avoid holes for now.\n\nSince my goal is to move towards the bottom-right corner (3, 3) while avoiding holes, moving RIGHT seems like a strategic choice, as it keeps me in the top row and away from the first row of holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal (G) is still at position (3, 3). The holes (H) remain at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (0, 1), I can move:\n- LEFT to (0, 0), which I just came from.\n- RIGHT to (0, 2), a safe frozen tile (F).\n- DOWN to (1, 1), which is a hole (H) and should be avoided.\n- UP is not possible since I'm already on the top row.\n\nThe safest and most logical move is to continue moving RIGHT to (0, 2), as it keeps me on a frozen tile and moves me closer to the goal without encountering a hole.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (0, 2), I can move:\n- LEFT to (0, 1), which is a safe frozen tile (F).\n- RIGHT to (0, 3), which is a safe frozen tile (F).\n- DOWN to (1, 2), which is a safe frozen tile (F).\n- UP is not possible since I'm already on the top row.\n\nMoving RIGHT to (0, 3) is safe and keeps me progressing towards the goal. However, to avoid ending up at the edge with fewer options, moving DOWN to (1, 2) positions me nearer to the bottom row, where the goal is located, without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (1, 2), I can move:\n- LEFT to (1, 1), which is a hole (H) and should be avoided.\n- RIGHT to (1, 3), which is a hole (H) and should be avoided.\n- DOWN to (2, 2), which is a safe frozen tile (F).\n- UP to (0, 2), which is a safe frozen tile (F) that I just came from.\n\nThe best move is to go DOWN to (2, 2), keeping me on a safe frozen tile and moving closer to the bottom row and the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (2, 2), I can move:\n- LEFT to (2, 1), which is a safe frozen tile (F).\n- RIGHT to (2, 3), which is a hole (H) and should be avoided.\n- DOWN to (3, 2), which is a safe frozen tile (F).\n- UP to (1, 2), which is a safe frozen tile (F), but I just came from there.\n\nThe best move is to go DOWN to (3, 2), keeping me on a safe frozen tile and moving me closer to the goal at (3, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal (G) is at position (3, 3). The holes (H) are at positions (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (3, 2), I can move:\n- LEFT to (3, 1), which is a safe frozen tile (F).\n- RIGHT to (3, 3), which is the goal (G).\n- UP to (2, 2), which is a safe frozen tile (F), but I just came from there.\n\nThe most strategic move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am positioned at (0, 0) which is the starting point (S). The goal (G) is located at (3, 3). The holes (H) are located at positions (1, 1), (1, 3), (2, 3), and (3, 0). My objective is to reach the goal without falling into any holes.\n\nAnalyzing the grid, I see that moving right to (0, 1) is safe as it is a frozen tile (F). From there, I can continue to move right or down, depending on the safest path forward.\n\nThe safest next move is to go right to (0, 1) as there are no holes nearby in this row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1), and the goal is still at (3, 3). Currently, I have no holes directly adjacent to me. The hole positions remain the same at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving right to (0, 2) is the next logical step, as it is a frozen tile (F) and keeps me on the correct path towards the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2) with the goal still at (3, 3). There are no holes in my immediate vicinity. The holes are still located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving right to (0, 3) is safe and will bring me closer to the goal. This position is a frozen tile (F) and does not have any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, moving down to (1, 3) would lead me into a hole, which must be avoided. The best move is to go down to (1, 2), which is a safe, frozen tile (F). Moving left would take me away from the goal, and moving right is not possible since I'm at the edge of the grid.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting position 'S'. The goal is located at (3, 3). The primary task is to avoid falling into any holes while making my way toward the goal.\n\nThe holes on the grid are located at the following positions:\n- (1, 1)\n- (1, 3)\n- (2, 3)\n- (3, 0)\n\nStarting from (0, 0), I should avoid moving down immediately because it leads to a path that eventually requires navigating near holes at (1, 1) and (1, 3).\n\nMy safest move is to start by moving to the right, to position (0, 1), which is a frozen (safe) spot.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal is still at (3, 3). \n\nFrom my current position, the possible moves are:\n- LEFT to (0, 0), but this would be moving back to the start.\n- DOWN to (1, 1), but there is a hole at that position.\n- RIGHT to (0, 2), which is a safe frozen spot.\n- UP is not possible as it would go out of bounds.\n\nTo progress towards the goal and avoid holes, the best move is to continue moving right to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal remains at (3, 3).\n\nFrom my current position, the possible moves are:\n- LEFT to (0, 1), which I have already visited.\n- DOWN to (1, 2), which is a safe frozen spot.\n- RIGHT to (0, 3), which is also a safe frozen spot.\n- UP is not possible as it would go out of bounds.\n\nContinuing right to (0, 3) keeps me on a safe frozen path and moves me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3).\n\nFrom my current position, the possible moves are:\n- LEFT to (0, 2), which I have already visited.\n- DOWN to (1, 3), but there is a hole at that position.\n- RIGHT is not possible as it would go out of bounds.\n- UP is not possible as it would go out of bounds.\n\nThe safest move is to go back to the left to (0, 2), and then find an alternate path downwards.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is at (3, 3).\n\nFrom my current position, the possible moves are:\n- LEFT to (0, 1), which I have visited before.\n- DOWN to (1, 2), which is a safe frozen spot.\n- RIGHT to (0, 3), which I have just returned from.\n- UP is not possible as it would go out of bounds.\n\nTo progress toward the goal and explore new paths, I should move down to (1, 2), which is safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3).\n\nFrom my current position, the possible moves are:\n- LEFT to (1, 1), but there's a hole at that position.\n- DOWN to (2, 2), which is a safe frozen spot.\n- RIGHT to (1, 3), but there's a hole at that position.\n- UP to (0, 2), which I have visited before.\n\nThe safest move to continue my journey toward the goal is to move down to (2, 2), which is safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3).\n\nFrom my current position, the possible moves are:\n- LEFT to (2, 1), which is a safe frozen spot.\n- DOWN to (3, 2), which is a safe frozen spot.\n- RIGHT to (2, 3), but there's a hole at that position.\n- UP to (1, 2), which I have visited before.\n\nTo continue moving toward the goal safely, the best move is to go down to (3, 2), which is frozen and safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), just one step to the right.\n\nFrom my current position, the possible moves are:\n- LEFT to (3, 1), which is a safe frozen spot.\n- RIGHT to (3, 3), which is the goal.\n- UP to (2, 2), which I have visited before.\n- DOWN is not possible as it would go out of bounds.\n\nThe best move is to go right to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at the starting position (0, 0). The goal is at (3, 3). I need to navigate through the grid while avoiding holes located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the immediate safe moves are RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT to (0, 1) seems safer because it keeps me on the top row for another step, allowing more visibility of the grid below, and it avoids the hole at (1, 0).\n\nTherefore, my next move should be to go RIGHT to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal remains at (3, 3). From here, the possible moves are LEFT back to (0, 0), RIGHT to (0, 2), and DOWN to (1, 1).\n\nMoving LEFT would take me back to the start, so it's not progressive. Moving DOWN to (1, 1) is risky because it's a hole. The safest move is to go RIGHT to (0, 2), which keeps me on frozen ice and progresses towards the goal.\n\nTherefore, my next move should be to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). My current options are to move LEFT to (0, 1), RIGHT to (0, 3), or DOWN to (1, 2).\n\nMoving LEFT would take me back, which isn't ideal. Moving RIGHT to (0, 3) keeps me on the frozen path, but I would then have to move down to (1, 3), which is a hole. Moving DOWN to (1, 2) is safe as it's frozen and keeps me closer to the goal without encountering any immediate holes.\n\nTherefore, the safest next move is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3). From here, I can move LEFT to (1, 1), which is a hole, so that's not an option. Moving RIGHT to (1, 3) is also not safe as it's a hole. Moving UP to (0, 2) would take me back, which isn't ideal. The safest and most progressive move is to go DOWN to (2, 2).\n\nTherefore, I should move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From here, my possible moves are LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3), but moving RIGHT takes me into a hole.\n\nMoving LEFT to (2, 1) is safe since it's frozen ice. Moving DOWN to (3, 2) is also safe, keeping me on frozen ice and bringing me one step away from the goal.\n\nThe best move is to go DOWN to (3, 2), as it brings me closer to the goal without any risk.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is at (3, 3), which is just one step to my right. I can move LEFT to (3, 1), but that takes me further from the goal. Moving UP to (2, 2) would take me back, which isn't ideal.\n\nThe best move is to go RIGHT to (3, 3), where the goal is located. This will complete the game successfully.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0) on the grid, which is my starting point. The goal is located at (3, 3). There are holes at (1, 1), (1, 3), (2, 3), and (3, 0). To reach the goal safely, I must avoid these holes.\n\nFrom my current position (0, 0), I can move right to (0, 1) or down to (1, 0). Moving right to (0, 1) seems safe as there are no holes directly adjacent to it, while moving down to (1, 0) is also safe for the next move. However, moving right keeps me on the upper row where I can continue avoiding the holes in the second row. Therefore, the safest next move is to go right to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal remains at (3, 3), and I need to continue toward it while avoiding the holes. From my current position, I can move left back to (0, 0), right to (0, 2), or down to (1, 1).\n\nMoving right to (0, 2) is safe as it leads to another frozen cell. Moving down to (1, 1) is dangerous because it is a hole. Moving left back to (0, 0) would be regressive.\n\nThe best move is to continue moving right to (0, 2) to advance towards the goal while staying safe.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is still at (3, 3). From here, I can move left back to (0, 1), right to (0, 3), or down to (1, 2).\n\nMoving left to (0, 1) would not be ideal as it's a step backward. Moving right to (0, 3) is safe, as it is a frozen cell and keeps me on the same row. Moving down to (1, 2) is also safe since it is a frozen cell.\n\nBoth right to (0, 3) and down to (1, 2) are safe, but moving right keeps me on the row with no holes directly adjacent, which seems slightly safer. I'll move right to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3). From here, I cannot move right as I'm already at the far right of the grid. I can move left to (0, 2), or down to (1, 3).\n\nMoving left to (0, 2) would be a step backward. Moving down to (1, 3) is dangerous because there is a hole at that position.\n\nIn this situation, the only viable move to continue progress towards the goal while remaining safe is to move left to (0, 2). From there, I will reassess my options.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is still at (3, 3). From here, I can move left to (0, 1), right to (0, 3), or down to (1, 2).\n\nMoving left to (0, 1) takes me further from the goal. Moving right to (0, 3) takes me back to my previous position, which doesn't help much unless I have a new plan.\n\nMoving down to (1, 2) is safe since it's a frozen cell, and it will allow me to explore the second row, potentially finding a path towards the goal. I will move down to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3). From my current position, I can move left to (1, 1), right to (1, 3), up to (0, 2), or down to (2, 2).\n\nMoving left to (1, 1) is not safe as there is a hole. Moving right to (1, 3) is also not safe because there is a hole. Moving up to (0, 2) would be regressive.\n\nMoving down to (2, 2) is safe since it's a frozen cell. This move also gets me closer to the goal, which is in row 3. The best option is to move down to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From here, I can move left to (2, 1), right to (2, 3), up to (1, 2), or down to (3, 2).\n\nMoving left to (2, 1) is safe as it is a frozen cell. Moving right to (2, 3) is not safe because there is a hole. Moving up to (1, 2) takes me backward. Moving down to (3, 2) is safe as it is a frozen cell and gets me closer to the goal, which is at (3, 3).\n\nThe safest and most direct move towards the goal is to move down to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is at (3, 3), which is directly to my right. From here, I can move left to (3, 1), right to (3, 3), or up to (2, 2).\n\nMoving left to (3, 1) is not necessary as it takes me away from the goal. Moving up to (2, 2) would be a step backward. Moving right to (3, 3) is safe since it is the goal, and reaching it will win the game.\n\nThe best move is to go right to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting position (S). The goal (G) is at position (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). My immediate options are to move RIGHT to position (0, 1) or DOWN to position (1, 0). Both positions are safe (F).\n\nTo avoid getting trapped or encountering a hole, I should aim to navigate around the holes while making progress towards the goal. Moving RIGHT seems to be a safer first step, as it keeps me on the top row and away from the hole at (1, 1) for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal (G) remains at position (3, 3). My options are to move LEFT back to (0, 0), move DOWN to (1, 1), or move RIGHT to (0, 2). Moving DOWN to (1, 1) would land me in a hole (H), which is not safe.\n\nMoving RIGHT to (0, 2) is safe and continues progress towards the goal. It also keeps me on the top row, maintaining distance from the holes below.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal (G) is still at (3, 3). My movement options are LEFT to (0, 1), RIGHT to (0, 3), or DOWN to (1, 2). Moving LEFT would take me back, which isn't productive.\n\nMoving DOWN to (1, 2) is safe and keeps me away from the holes at (1, 3) and (1, 1). Moving RIGHT to (0, 3) is also safe and positions me closer to the goal, without immediate danger from holes. Moving RIGHT seems like the best option to maintain progress towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal (G) is at (3, 3). My movement options are LEFT to (0, 2) or DOWN to (1, 3). I cannot move RIGHT or UP since I'm at the grid boundary.\n\nMoving DOWN to (1, 3) would put me in a hole (H), which is unsafe. Moving LEFT to (0, 2) is safe and will allow me to explore further safe paths towards the goal. I should move LEFT to avoid the hole.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal (G) is at (3, 3). My options are to move LEFT to (0, 1), RIGHT to (0, 3), or DOWN to (1, 2). Moving RIGHT again returns me to (0, 3), which has limited options due to the hole at (1, 3).\n\nMoving DOWN to (1, 2) is safe and allows me to advance towards the goal without encountering a hole immediately. This move also opens up further options on the second row for safe navigation.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal (G) is at (3, 3). My movement options are LEFT to (1, 1), DOWN to (2, 2), RIGHT to (1, 3), or UP to (0, 2).\n\nMoving RIGHT to (1, 3) would put me in a hole (H), which is unsafe. Moving LEFT to (1, 1) is also unsafe due to a hole there. Moving UP to (0, 2) would be backtracking, which isn't productive.\n\nMoving DOWN to (2, 2) is safe and progresses me towards the goal. This move keeps me on a path of frozen ice (F) without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal (G) is at (3, 3). My movement options are LEFT to (2, 1), DOWN to (3, 2), RIGHT to (2, 3), or UP to (1, 2).\n\nMoving RIGHT to (2, 3) would put me in a hole (H), which is unsafe. Moving UP to (1, 2) would be backtracking. \n\nMoving LEFT to (2, 1) is safe and keeps me on frozen ground. Moving DOWN to (3, 2) is also safe and brings me closer to the goal. Given the proximity to the goal, moving DOWN seems to be the best option to approach the target directly.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal (G) is directly to the RIGHT at position (3, 3). My options are to move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2).\n\nMoving LEFT or UP would not be productive as they move away from the goal. Moving RIGHT to (3, 3) will allow me to reach the goal directly. This is the optimal move to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is marked as the Start (S) but is shown as the Agent (A) in the grid. The goal (G) is located at (3, 3). I need to navigate through the grid while avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 0), I can move:\n- DOWN to (1, 0), which is a safe Frozen tile (F).\n- RIGHT to (0, 1), which is also a safe Frozen tile (F).\n\nSince moving RIGHT keeps me closer to the goal and avoids moving towards any immediate holes, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, I still need to navigate towards the lower right corner while avoiding holes.\n\nCurrent position options:\n- LEFT to (0, 0), which is where I started, and it's safe but moving backward.\n- DOWN to (1, 1), which is a hole (H) and should be avoided.\n- RIGHT to (0, 2), which is a safe Frozen tile (F).\n- UP is not possible as I'm already at the top row.\n\nTo continue moving towards the goal while staying safe, the best move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains at (3, 3). From here, I need to keep heading towards the goal while avoiding any holes.\n\nCurrent position options:\n- LEFT to (0, 1), which is safe but moving backward.\n- DOWN to (1, 2), which is a safe Frozen tile (F).\n- RIGHT to (0, 3), which is a safe Frozen tile (F).\n- UP is not possible as I'm already at the top row.\n\nMoving DOWN to (1, 2) is a good option as it progresses towards the goal without any immediate holes in the way. However, moving RIGHT to (0, 3) is also safe and keeps me aligned with the goal column.\n\nI'll choose to move RIGHT to (0, 3) to keep progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal is still at (3, 3). From here, I need to move downwards to reach the goal while avoiding any holes.\n\nCurrent position options:\n- LEFT to (0, 2), which is safe but moving backward.\n- DOWN to (1, 3), which is a hole (H) and should be avoided.\n- RIGHT is not possible as I'm at the right edge of the grid.\n- UP is not possible as I'm already at the top row.\n\nSince moving DOWN to (1, 3) would land me in a hole, I should avoid that. The best move is to go LEFT to (0, 2) to reposition for a safer route downwards.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). I need to find a safe path downward while avoiding holes, particularly the one at (1, 3).\n\nCurrent position options:\n- LEFT to (0, 1), which is safe but moving backward.\n- DOWN to (1, 2), which is a safe Frozen tile (F).\n- RIGHT to (0, 3), which is safe but leads back to the risky spot at (1, 3) with the hole.\n- UP is not possible as I'm already at the top row.\n\nMoving DOWN to (1, 2) is a safe option and progresses me towards the goal while avoiding immediate danger. I'll move DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). I need to continue moving downwards to reach the goal while avoiding the holes.\n\nCurrent position options:\n- LEFT to (1, 1), which is a hole (H) and should be avoided.\n- DOWN to (2, 2), which is a safe Frozen tile (F).\n- RIGHT to (1, 3), which is a hole (H) and should be avoided.\n- UP to (0, 2), which is safe but moving backward.\n\nMoving DOWN to (2, 2) is a safe move and keeps me progressing towards the goal without encountering any holes. I will move DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3). I need to continue moving downward to reach the goal while avoiding any holes.\n\nCurrent position options:\n- LEFT to (2, 1), which is a safe Frozen tile (F).\n- DOWN to (3, 2), which is a safe Frozen tile (F).\n- RIGHT to (2, 3), which is a hole (H) and should be avoided.\n- UP to (1, 2), which is safe but moving backward.\n\nMoving DOWN to (3, 2) is a safe move and gets me very close to the goal without any immediate risk. I'll move DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is right next to me at (3, 3). To win the game, I need to move to the goal without falling into any holes.\n\nCurrent position options:\n- LEFT to (3, 1), which is a safe Frozen tile (F) but moving backward.\n- DOWN is not possible as I'm at the bottom row.\n- RIGHT to (3, 3), which is the Goal (G).\n- UP to (2, 2), which is safe but moving backward.\n\nMoving RIGHT to (3, 3) will take me to the goal and win the game. I will move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start (S) position. The goal (G) is at position (3, 3). \n\nLooking at the grid, I see the following:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I have two safe options to move: right to (0, 1) or down to (1, 0). Both are frozen ice (F), and neither leads directly to a hole. \n\nMoving right to (0, 1) keeps me on the top row, which seems safe for now, and allows me to continue moving right or down in subsequent moves. It also avoids the immediate hole at (1, 1) if I were to move down.\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal (G) is still at position (3, 3).\n\nLooking at the grid again:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes remain at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move right to (0, 2) or down to (1, 1). Moving left would take me back to the start, and moving up is not possible since I'm in the top row.\n\nMoving right to (0, 2) keeps me on the top row and is a safe move since it's frozen ice (F). Moving down to (1, 1) would lead me directly into a hole, which I want to avoid.\n\nTherefore, the safest move is to continue moving RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I have the following options:\n- Move right to (0, 3), which is frozen ice (F).\n- Move down to (1, 2), which is also frozen ice (F).\n\nMoving left would take me back to (0, 1), and moving up isn't possible since I'm already in the top row.\n\nBoth right to (0, 3) and down to (1, 2) are safe moves as they are frozen ice. However, moving right keeps me on the top row and away from the immediate hole at (1, 3), which is a safer path for now.\n\nTherefore, the safest move is to go RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 3), I have the following options:\n- Move left to (0, 2), which is frozen ice (F).\n- Move down to (1, 3), but that position is a hole (H), so it's not safe.\n- Moving right is not an option since I'm at the far right of the grid.\n- Moving up is not possible since I'm in the top row.\n\nSince moving down would lead me into a hole, the only safe move is to go LEFT to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I have the following options:\n- Move right to (0, 3), which is frozen ice (F).\n- Move down to (1, 2), which is also frozen ice (F).\n- Move left to (0, 1), which is frozen ice (F) but takes me backward.\n- Moving up is not possible since I'm in the top row.\n\nSince moving right to (0, 3) previously resulted in a dead end due to the hole below at (1, 3), I should try moving down to (1, 2), which is a safe path and allows progression further into the grid.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), I have the following options:\n- Move left to (1, 1), but that position is a hole (H), so it's not safe.\n- Move right to (1, 3), which is also a hole (H), so it's not safe.\n- Move down to (2, 2), which is frozen ice (F).\n- Moving up to (0, 2) would take me back, and I've already explored that path.\n\nThe safest option is to move DOWN to (2, 2), which is a safe frozen ice (F) path and progresses me toward the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), I have the following options:\n- Move left to (2, 1), which is frozen ice (F).\n- Move right to (2, 3), but that position is a hole (H), so it's not safe.\n- Move down to (3, 2), which is frozen ice (F).\n- Move up to (1, 2), which would take me back, and I've already explored that path.\n\nThe safest move is to go DOWN to (3, 2), which is frozen ice (F) and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal (G) is at position (3, 3).\n\nReviewing the grid:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nThe holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (3, 2), I have the following options:\n- Move right to (3, 3), which is the goal (G).\n- Move left to (3, 1), which is frozen ice (F).\n- Moving up to (2, 2) would take me back, and I've already explored that path.\n- Moving down is not possible since I'm at the bottom row.\n\nThe best move is to go RIGHT to (3, 3), which will lead me directly to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is marked as 'A'. The goal 'G' is located at position (3, 3). I need to navigate to the goal while avoiding the holes. \n\nThe grid is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nMy possible moves from position (0, 0) are RIGHT to (0, 1) or DOWN to (1, 0). \n- Moving RIGHT to (0, 1) keeps me on frozen ice (F).\n- Moving DOWN to (1, 0) also keeps me on frozen ice (F).\n\nBoth options are safe, but moving RIGHT allows me to continue moving right on a straight path to the goal with fewer turns involved. \n\nI will move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1) on the grid, which is marked with 'A'. The current grid layout is:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, the possible moves are:\n- LEFT to (0, 0), but that takes me back to the start.\n- RIGHT to (0, 2), which is a safe frozen cell (F).\n- DOWN to (1, 1), which is a hole (H) and should be avoided.\n\nThe safest option is to move RIGHT to (0, 2), as it keeps me on frozen ice and brings me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2), marked as 'A'. The grid configuration is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom here, my possible actions are:\n- LEFT to (0, 1), which takes me back to the previous position.\n- RIGHT to (0, 3), which is a safe frozen cell (F).\n- DOWN to (1, 2), which is also a safe frozen cell (F).\n\nMoving RIGHT to (0, 3) will take me to the edge of the grid but keeps me on frozen ice. \nMoving DOWN to (1, 2) is also safe and positions me to continue towards the goal without backtracking. \n\nTo keep progressing towards the goal, I will move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2) on the grid, marked as 'A'. The grid layout is:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, the possible moves are:\n- LEFT to (1, 1), which is a hole (H) and should be avoided.\n- RIGHT to (1, 3), which is also a hole (H) and should be avoided.\n- UP to (0, 2), but that's moving back to a previous position.\n- DOWN to (2, 2), which is a safe frozen cell (F).\n\nThe safest and most strategic move is to go DOWN to (2, 2), keeping me on frozen ice and moving closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2), marked as 'A'. The grid is configured as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom here, my possible moves are:\n- LEFT to (2, 1), which is a safe frozen cell (F).\n- RIGHT to (2, 3), which is a hole (H) and should be avoided.\n- UP to (1, 2), which would take me back to a previously visited position.\n- DOWN to (3, 2), which is a safe frozen cell (F).\n\nMoving DOWN to (3, 2) brings me closer to the goal without encountering any holes. It is the best strategic move towards reaching the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2), marked as 'A'. The grid is as follows:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position, the possible moves are:\n- LEFT to (3, 1), which is a safe frozen cell (F).\n- RIGHT to (3, 3), which is the goal (G).\n- UP to (2, 2), which would take me back to a previously visited position.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0) marked as 'A'. The goal is at position (3, 3). To reach the goal, I need to navigate through the grid while avoiding holes. The immediate path ahead is clear of holes, allowing me to move right. Moving right to position (0, 1) is safe as it's marked as 'F'. This keeps me progressing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, I can move right to (0, 2), which is safe and marked as 'F'. This keeps me on a direct path towards the goal without encountering any holes. The immediate path right is clear of holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From here, I can move right to (0, 3), which is safe and marked as 'F'. This will allow me to continue moving towards reaching the goal. The path is clear, and there are no holes immediately in the path to the right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). From here, I should move down to position (1, 3), but it is marked as a hole 'H', making that path unsafe. Instead, I can move left to (0, 2) and then find another path downwards that avoids holes. Moving left to (0, 2) is safe as it's marked as 'F'.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). To make progress towards the goal while avoiding holes, I should move down to (1, 2), which is safe and marked as 'F'. This allows me to progress downward while avoiding the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, I can move down to (2, 2), which is safe and marked as 'F'. This is the best move since it keeps me moving towards the goal and avoids the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3), directly below me. I can safely move down to (3, 2), which is marked 'F'. This move keeps me on track to reach the goal while avoiding the hole at (2, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is directly to my right at (3, 3). I can safely move right to reach the goal. This move will complete the game as there are no holes in the immediate path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I'm at position (0, 0) which is the starting point 'A'. The goal 'G' is located at (3, 3). I need to navigate through the grid while avoiding holes 'H' at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), the possible moves are:\n- RIGHT to (0, 1) which is Frozen (F) and safe.\n- DOWN to (1, 0) which is also Frozen (F) and safe.\n\nMoving RIGHT to (0, 1) seems like a straightforward and safe move to begin with, as it keeps me on the top row where I can potentially continue moving right until reaching the column of the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow, I am at position (0, 1). The goal 'G' is still at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), the possible moves are:\n- LEFT to (0, 0) which is Start (S), but it would be moving backward.\n- RIGHT to (0, 2) which is Frozen (F) and safe.\n- DOWN to (1, 1) which is a Hole (H) and should be avoided.\n\nGiven these options, moving RIGHT to (0, 2) keeps the path safe and straightforward, as it continues along the top row avoiding any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal 'G' remains at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), the possible moves are:\n- LEFT to (0, 1) which is Frozen (F) and safe, but it would be moving backward.\n- RIGHT to (0, 3) which is Frozen (F) and safe.\n- DOWN to (1, 2) which is Frozen (F) and safe.\n\nMoving RIGHT to (0, 3) keeps me on the top row and is a direct path towards the goal. It's safe and keeps me away from holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal 'G' is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 3), the possible moves are:\n- LEFT to (0, 2) which is Frozen (F) and safe, but that would be moving backward.\n- DOWN to (1, 3) which is a Hole (H) and should be avoided.\n\nGiven these options, the only safe move that advances towards the goal is to move DOWN to (1, 3), but since (1, 3) is a hole, I need to reassess.\n\nThe better move is to go back LEFT to (0, 2) to reconsider my path avoiding the hole at (1, 3).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now back at position (0, 2). The goal 'G' is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), the possible moves are:\n- LEFT to (0, 1) which is Frozen (F) and safe.\n- RIGHT to (0, 3) which is Frozen (F) and safe, but leads to a dead end because (1, 3) is a hole.\n- DOWN to (1, 2) which is Frozen (F) and safe.\n\nMoving DOWN to (1, 2) seems like the best option as it avoids the hole at (1, 3) and progresses towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal 'G' is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), the possible moves are:\n- LEFT to (1, 1) which is a Hole (H) and should be avoided.\n- RIGHT to (1, 3) which is a Hole (H) and should be avoided.\n- DOWN to (2, 2) which is Frozen (F) and safe.\n- UP to (0, 2) which is Frozen (F) and would be moving backward.\n\nMoving DOWN to (2, 2) is the safe and logical move, as it progresses towards the goal without encountering holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal 'G' is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), the possible moves are:\n- LEFT to (2, 1) which is Frozen (F) and safe.\n- RIGHT to (2, 3) which is a Hole (H) and should be avoided.\n- DOWN to (3, 2) which is Frozen (F) and safe.\n- UP to (1, 2) which is Frozen (F) but would be moving backward.\n\nMoving DOWN to (3, 2) gets me closer to the goal and is safe, as there is no hole at that position.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal 'G' is directly to my right at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (3, 2), the possible moves are:\n- LEFT to (3, 1) which is Frozen (F) and safe, but moves away from the goal.\n- RIGHT to (3, 3) which is the Goal (G).\n- UP to (2, 2) which is Frozen (F) and would be moving backward.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the start position 'S'. The goal 'G' is located at (3, 3). I need to navigate through the grid while avoiding holes, which are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), moving LEFT or UP is not possible since I'm already at the top-left corner. Moving DOWN would take me to position (1, 0), which is a safe frozen tile 'F'. Moving RIGHT would take me to position (0, 1), which is also a safe frozen tile 'F'. \n\nBoth moves are safe, but moving RIGHT keeps me on the top row and allows me to better assess the grid. Therefore, the safest and most strategic move is to go RIGHT to position (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow, I am at position (0, 1). The goal 'G' is still at (3, 3). From here, my options are:\n\n- LEFT to (0, 0), which is the start position 'S'.\n- DOWN to (1, 1), which is a hole 'H' and should be avoided.\n- RIGHT to (0, 2), which is a safe frozen tile 'F'.\n- UP is not possible since I'm at the top row.\n\nMoving RIGHT to (0, 2) is the safest option as it keeps me on a frozen tile and avoids holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is at (3, 3). From here, my options are:\n\n- LEFT to (0, 1), which is a safe frozen tile 'F'.\n- DOWN to (1, 2), which is a safe frozen tile 'F'.\n- RIGHT to (0, 3), which is a safe frozen tile 'F'.\n- UP is not possible since I'm at the top row.\n\nMoving RIGHT to (0, 3) will keep me on a frozen tile and advance me closer to the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal 'G' is at (3, 3). From here, my options are:\n\n- LEFT to (0, 2), which is a safe frozen tile 'F'.\n- DOWN to (1, 3), which is a hole 'H' and should be avoided.\n- RIGHT is not possible as I'm at the last column.\n- UP is not possible since I'm at the top row.\n\nThe safest move is to go LEFT to (0, 2), where I can then plan my path downwards through safe tiles.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal 'G' is at (3, 3). From here, my options are:\n\n- LEFT to (0, 1), which is a safe frozen tile 'F'.\n- DOWN to (1, 2), which is a safe frozen tile 'F'.\n- RIGHT to (0, 3), which is a safe frozen tile 'F'.\n- UP is not possible since I'm at the top row.\n\nSince moving RIGHT to (0, 3) doesn't help in progressing towards the goal, I'll move DOWN to (1, 2) to start moving towards the goal and avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal 'G' is at (3, 3). From here, my options are:\n\n- LEFT to (1, 1), which is a hole 'H' and should be avoided.\n- DOWN to (2, 2), which is a safe frozen tile 'F'.\n- RIGHT to (1, 3), which is a hole 'H' and should be avoided.\n- UP to (0, 2), which is a safe frozen tile 'F', but would backtrack.\n\nThe best move is to go DOWN to (2, 2), keeping me on a safe path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at (3, 3). From here, my options are:\n\n- LEFT to (2, 1), which is a safe frozen tile 'F'.\n- DOWN to (3, 2), which is a safe frozen tile 'F'.\n- RIGHT to (2, 3), which is a hole 'H' and should be avoided.\n- UP to (1, 2), which is a safe frozen tile 'F', but would be backtracking.\n\nMoving DOWN to (3, 2) is the best option, as it brings me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal 'G' is right next to me at (3, 3). From here, my options are:\n\n- LEFT to (3, 1), which is a safe frozen tile 'F'.\n- DOWN is not possible as I'm at the last row.\n- RIGHT to (3, 3), which is the goal 'G'.\n- UP to (2, 2), which is a safe frozen tile 'F', but would be backtracking.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at the start position (0, 0). The goal is at (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0). From my current position, I can move RIGHT to (0, 1) or DOWN to (1, 0). The path directly down has a hole further down, so RIGHT seems to be the safer move which keeps me on frozen ice and avoids immediate danger.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at (3, 3). From here, I can move LEFT back to (0, 0), DOWN to (1, 1), or RIGHT to (0, 2). Moving DOWN to (1, 1) is not an option since there's a hole there. Moving LEFT would be backtracking, so the safest option is to move RIGHT to (0, 2), which keeps me on frozen ice and avoids holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal remains at (3, 3). From here, I can move LEFT back to (0, 1), DOWN to (1, 2), or RIGHT to (0, 3). Moving LEFT would be backtracking. Moving DOWN to (1, 2) seems safe as it is on frozen ice, and it avoids the hole at (1, 3). This move also keeps me progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is still at (3, 3). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3). Moving RIGHT to (1, 3) leads to a hole, so that's not an option. Moving LEFT to (1, 1) also leads to a hole. The only safe move is to go DOWN to (2, 2), which is on frozen ice and keeps me progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (2, 2). The goal is at (3, 3). From here, I can move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3). Moving RIGHT to (2, 3) would land me in a hole. The safest move is to go DOWN to (3, 2), which will keep me on frozen ice and puts me one step away from the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), just one step to the RIGHT. From here, I can move LEFT to (3, 1), which would be backtracking, or RIGHT to (3, 3) to reach the goal. Moving RIGHT is the obvious choice as it will allow me to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0). The goal is at position (3, 3). \nI need to navigate safely down the grid without falling into any holes. \n\nAvailable actions from my current position are:\n- RIGHT to (0, 1)\n- DOWN to (1, 0)\n\nConsidering the holes:\n- There is a hole at (1, 1), so moving DOWN and then RIGHT will be risky.\n- There is a hole at (1, 3), so I should avoid the right edge at that row.\n\nThe safest initial move is to go RIGHT to (0, 1) since it is a frozen cell.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal remains at (3, 3). \n\nFrom my current position, I can:\n- Move LEFT back to (0, 0)\n- Move DOWN to (1, 1)\n- Move RIGHT to (0, 2)\n\nConsidering the holes:\n- There's a hole at (1, 1), so moving DOWN is not safe.\n- Moving LEFT would take me back to the start, which doesn't progress towards the goal.\n\nThe safest move is to continue moving RIGHT to (0, 2), which is a frozen cell.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT back to (0, 1)\n- Move DOWN to (1, 2)\n- Move RIGHT to (0, 3)\n\nConsidering the holes:\n- There's a hole at (1, 3), so if I move RIGHT to (0, 3), I need to avoid moving down from there.\n- Moving LEFT would take me back to (0, 1), which is not progressing towards the goal.\n\nThe safest move is to continue moving RIGHT to (0, 3), which is a frozen cell.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT to (0, 2)\n- Move DOWN to (1, 3)\n\nConsidering the holes:\n- There's a hole at (1, 3), so moving DOWN is not safe.\n- Moving LEFT would take me back to (0, 2), which doesn't progress towards the goal.\n\nSince moving DOWN is unsafe due to the hole, the only option is to move LEFT back to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT to (0, 1)\n- Move DOWN to (1, 2)\n- Move RIGHT back to (0, 3)\n\nConsidering the holes and the path to the goal:\n- Moving DOWN to (1, 2) is safe because it's a frozen cell.\n- Once I'm at (1, 2), I can continue moving downwards since there are no holes directly below on that path.\n\nThe safest move is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT to (1, 1), but there's a hole there, so that's not safe.\n- Move DOWN to (2, 2)\n- Move RIGHT to (1, 3), but there's a hole there, so that's not safe.\n- Move UP back to (0, 2), which doesn't progress towards the goal.\n\nConsidering the holes and the path to the goal:\n- Moving DOWN to (2, 2) is safe because it's a frozen cell, and I can continue moving towards the goal from there.\n\nThe safest move is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT to (2, 1)\n- Move DOWN to (3, 2)\n- Move RIGHT to (2, 3), but there's a hole there, so that's not safe.\n- Move UP back to (1, 2), which doesn't progress towards the goal.\n\nConsidering the holes and the path to the goal:\n- Moving DOWN to (3, 2) is safe because it's a frozen cell, and it positions me one step away from the goal.\n- Moving LEFT to (2, 1) is also safe, but it doesn't progress directly towards the goal.\n\nThe best move is to go DOWN to (3, 2), keeping me moving towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3).\n\nFrom my current position, I can:\n- Move LEFT to (3, 1)\n- Move RIGHT to (3, 3), which is the goal.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal and win the game.\n\nThe best move is to go RIGHT to (3, 3) to achieve the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start (S). The goal (G) is located at (3, 3). To get there, I need to navigate through the grid while avoiding holes (H).\n\nLooking at the grid:\n- (0, 0): A\n- (0, 1): F\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H\n- (1, 2): F\n- (1, 3): H\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H\n- (3, 0): H\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G\n\nFrom my current position (0, 0), moving right to (0, 1) is safe, as it is a frozen tile (F) and leads me toward the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal (G) is still at (3, 3). I need to continue moving right and then down while avoiding holes.\n\nLooking at my current options:\n- Moving RIGHT to (0, 2) is safe as it is a frozen tile (F).\n- Moving DOWN to (1, 1) would put me on a hole (H), which I must avoid.\n- Moving LEFT or UP would take me back to where I've been or out of bounds.\n\nThe safest move to continue progressing toward the goal is to move RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal (G) is at (3, 3). I need to continue moving towards it while avoiding holes.\n\nLooking at my current options:\n- Moving RIGHT to (0, 3) is safe as it is a frozen tile (F).\n- Moving DOWN to (1, 2) is safe as it is a frozen tile (F).\n- Moving LEFT would take me back to (0, 1), where I've already been.\n- Moving UP is not possible as it would go out of bounds.\n\nTo make progress towards the goal, I should move RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal (G) is at (3, 3). I need to move down the grid to get closer to the goal.\n\nLooking at my current options:\n- Moving DOWN to (1, 3) would put me on a hole (H), which I must avoid.\n- Moving LEFT to (0, 2) is safe, but would take me back to where I've already been.\n- Moving UP is not possible, as it would go out of bounds.\n- Moving RIGHT is not possible, as it would go out of bounds.\n\nThe safest move to continue progressing toward the goal is to move LEFT to (0, 2) and then plan a path downwards.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now back at position (0, 2). The goal (G) is still at (3, 3). I need to find a way to move down the grid safely.\n\nLooking at my current options:\n- Moving DOWN to (1, 2) is safe as it is a frozen tile (F) and gets me closer to the goal.\n- Moving RIGHT to (0, 3) would take me back to where I've been.\n- Moving LEFT to (0, 1) would also take me back to where I've been.\n- Moving UP is not possible, as it would go out of bounds.\n\nTo continue progressing towards the goal, I should move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal (G) is at (3, 3). I need to continue moving towards it while avoiding holes.\n\nLooking at my current options:\n- Moving DOWN to (2, 2) is safe as it is a frozen tile (F).\n- Moving RIGHT to (1, 3) would put me on a hole (H), which I must avoid.\n- Moving LEFT to (1, 1) would put me on a hole (H), which I must avoid.\n- Moving UP to (0, 2) would take me back to where I've been.\n\nThe safest move to continue progressing toward the goal is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal (G) is at (3, 3). I need to continue moving towards it while avoiding holes.\n\nLooking at my current options:\n- Moving DOWN to (3, 2) is safe as it is a frozen tile (F).\n- Moving RIGHT to (2, 3) would put me on a hole (H), which I must avoid.\n- Moving LEFT to (2, 1) is safe as it is a frozen tile (F), but takes me a step away from the goal.\n- Moving UP to (1, 2) would take me back to where I've been.\n\nThe safest move to continue progressing toward the goal is to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal (G) is at (3, 3), directly to my right. I need to move there to win the game.\n\nLooking at my current options:\n- Moving RIGHT to (3, 3) will take me to the goal (G), completing the game.\n- Moving LEFT to (3, 1) is safe as it is a frozen tile (F), but it doesn't lead to the goal.\n- Moving UP to (2, 2) would take me back to where I've been.\n- Moving DOWN is not possible, as it would go out of bounds.\n\nThe best move is to move RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0) which is the start. The goal is at position (3, 3). There are holes located at (1, 1), (1, 3), (2, 3), and (3, 0). From my current position, I can safely move either right to (0, 1) or down to (1, 0). Moving right seems safer as it keeps me on the top row and away from holes for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, I can move right to (0, 2) or down to (1, 1). Moving down would put me directly on a hole, which is not safe. Moving right to (0, 2) is safer as it keeps me on a frozen tile and avoids holes for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains at (3, 3). From here, I can move right to (0, 3) or down to (1, 2). Moving down to (1, 2) is safe as it is a frozen tile and avoids holes. Moving right would be fine for now, but eventually, I will need to move down, so I will choose down to make progress toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3). From here, I can move left to (1, 1), right to (1, 3), or down to (2, 2). Moving right to (1, 3) would land me in a hole, which is not safe. Moving left to (1, 1) is also a hole. Moving down to (2, 2) is safe and keeps me on a frozen tile. This appears to be the safest option.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3). From my current position, I can move left to (2, 1), down to (3, 2), or right to (2, 3). Moving right to (2, 3) would land me in a hole. Moving left to (2, 1) is safe as it is a frozen tile. Moving down to (3, 2) is also safe and gets me closer to the goal. Therefore, moving down is the best option to progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is directly to my right at (3, 3). From here, I can move right to reach the goal. This is the safest and most direct move to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), marked as \"A\". The goal is located at position (3, 3). \n\nThe current state of the grid is:\n- (0, 0): A\n- (0, 1): F\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (0, 0), the safest path involves moving right and then down, avoiding holes along the way. My immediate options are to move RIGHT to (0, 1) or DOWN to (1, 0). Since there is a hole at (1, 1), moving RIGHT first to (0, 1) seems the safer option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I am at position (0, 1). The goal is still at (3, 3).\n\nThe grid is now:\n- (0, 0): S\n- (0, 1): A\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (0, 1), I can move RIGHT to (0, 2) or DOWN to (1, 1). Since (1, 1) is a hole, moving RIGHT to (0, 2) is the safer option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal remains at (3, 3).\n\nThe grid currently is:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): A\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (0, 2), I can move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) is safe and keeps me progressing toward the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3).\n\nThe grid is as follows:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): F\n- (0, 3): A\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (0, 3), I can only move DOWN to (1, 3), but that is a hole, so moving DOWN is not safe. Instead, I should move LEFT to (0, 2) and then find a safer path downward.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is at (3, 3).\n\nThe current grid is:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): A\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my position (0, 2), I can move DOWN to (1, 2), which is a safe frozen cell, and it will help me progress towards reaching the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3).\n\nThe current grid is:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): A\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (1, 2), I can move DOWN to (2, 2), which is a safe frozen cell. This move will bring me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3).\n\nThe grid is:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): A\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): F\n- (3, 3): G (goal)\n\nFrom my current position (2, 2), I can move DOWN to (3, 2), which is a safe frozen cell. This move will bring me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is directly to the right at (3, 3).\n\nThe grid is as follows:\n- (0, 0): S\n- (0, 1): F\n- (0, 2): F\n- (0, 3): F\n- (1, 0): F\n- (1, 1): H (hole)\n- (1, 2): F\n- (1, 3): H (hole)\n- (2, 0): F\n- (2, 1): F\n- (2, 2): F\n- (2, 3): H (hole)\n- (3, 0): H (hole)\n- (3, 1): F\n- (3, 2): A\n- (3, 3): G (goal)\n\nFrom my current position (3, 2), moving RIGHT to (3, 3) will take me directly to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is marked as the Start (S). The goal is at position (3, 3). My objective is to navigate through the grid safely without falling into any holes and reach the goal.\n\nLooking at the grid:\n- The holes are located at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n- From my current position (0, 0), I can move RIGHT to (0, 1) or DOWN to (1, 0).\n\nBoth (0, 1) and (1, 0) are safe positions (Frozen ice). However, moving RIGHT to (0, 1) keeps me on the top row and further away from the holes that are found more in the lower rows and the right side, which seems safer initially.\n\nTherefore, the safest next move is to go RIGHT to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at position (3, 3). I need to continue navigating safely towards the goal.\n\nLooking at the grid:\n- From position (0, 1), I can move LEFT to (0, 0), RIGHT to (0, 2), or DOWN to (1, 1).\n- Moving LEFT would take me back to the starting position.\n- Moving DOWN to (1, 1) leads directly into a hole, which is not safe.\n- Moving RIGHT to (0, 2) is safe as it is marked as Frozen ice.\n\nThe safest option is to move RIGHT to (0, 2) to continue advancing towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains at position (3, 3). I need to keep moving safely toward the goal.\n\nLooking at the grid:\n- From position (0, 2), I can move LEFT to (0, 1), RIGHT to (0, 3), or DOWN to (1, 2).\n- Moving LEFT would take me back to the previous position.\n- Moving RIGHT to (0, 3) is safe, as it is marked as Frozen ice.\n- Moving DOWN to (1, 2) is also safe, but it would bring me closer to a hole at (1, 3).\n\nTo minimize risk, the safest option is to move RIGHT to (0, 3), staying on the top row and avoiding the hole nearby.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at position (3, 3). I've reached the end of the first row and need to start moving downwards towards the goal while avoiding holes.\n\nLooking at the grid:\n- From position (0, 3), I can move LEFT to (0, 2) or DOWN to (1, 3).\n- Moving LEFT would take me back to a previous position.\n- Moving DOWN to (1, 3) would lead directly into a hole, which is not safe.\n\nSince moving DOWN is not safe, I should backtrack slightly to find a safer path. The best option is to move LEFT to (0, 2) and then potentially move downwards in the next steps.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). I need to find a path that allows me to move down the grid safely towards the goal at (3, 3).\n\nLooking at the grid:\n- From position (0, 2), I can move LEFT to (0, 1), RIGHT to (0, 3), or DOWN to (1, 2).\n- Moving LEFT would take me back to a previous position.\n- Moving RIGHT would take me back to the edge of the grid, which doesn't help me progress.\n- Moving DOWN to (1, 2) is a safe move, as it is marked as Frozen ice. It also positions me better to move towards the goal without immediately encountering a hole.\n\nThe best course of action is to move DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at position (3, 3). I need to continue moving safely toward the goal while avoiding holes.\n\nLooking at the grid:\n- From position (1, 2), I can move LEFT to (1, 1), RIGHT to (1, 3), UP to (0, 2), or DOWN to (2, 2).\n- Moving LEFT to (1, 1) leads directly into a hole, which is not safe.\n- Moving RIGHT to (1, 3) also leads directly into a hole, which is not safe.\n- Moving UP to (0, 2) would take me back to a previous position.\n- Moving DOWN to (2, 2) is safe, as it is marked as Frozen ice. This move also brings me closer to the goal.\n\nThe best option is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at position (3, 3), just one row below and to the right. I need to reach the goal while avoiding any holes.\n\nLooking at the grid:\n- From position (2, 2), I can move LEFT to (2, 1), RIGHT to (2, 3), UP to (1, 2), or DOWN to (3, 2).\n- Moving LEFT to (2, 1) is safe, as it is marked as Frozen ice, but it moves me away from the goal.\n- Moving RIGHT to (2, 3) leads directly into a hole, which is not safe.\n- Moving UP to (1, 2) would take me back to a previous position.\n- Moving DOWN to (3, 2) is safe, as it is marked as Frozen ice. It also positions me one step away from the goal.\n\nThe best move is to go DOWN to (3, 2) to advance closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is right next to me at position (3, 3). I need to make one final safe move to reach the goal.\n\nLooking at the grid:\n- From position (3, 2), I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2).\n- Moving LEFT to (3, 1) is safe, but it moves me away from the goal.\n- Moving UP to (2, 2) would take me back to a previous position.\n- Moving RIGHT to (3, 3) will take me directly to the goal, which is the objective of the game.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the start (S). The grid shows the following layout:\n\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nMy goal is to reach the Goal (G) at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). The safest path seems to be moving right along row 0 to avoid any immediate holes. After reaching the end of row 0, I can evaluate further moves. Currently, moving RIGHT seems to be the safest choice to stay on frozen ice and avoid holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal remains at (3, 3). The grid layout is:\n\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nI am still on row 0, and there are no holes in this row. Continuing to move RIGHT will keep me on frozen ice and avoid any holes for now. I should aim to reach the end of the row to have more options for moving downwards later.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is still at (3, 3). The grid layout is:\n\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nI am close to the end of row 0. There are no holes in row 0, so moving RIGHT one more time will safely take me to the end of the row. After reaching (0, 3), I will need to evaluate moving down, but currently, moving RIGHT is safe.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3). The grid layout is:\n\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nI have reached the end of row 0. The next step is to move downward. In row 1, directly below me at (1, 3), there is a hole. Therefore, I should avoid moving directly down. \n\nThe best option is to move LEFT to (0, 2), then plan to move downwards in a column without holes, such as column 2.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The grid layout is:\n\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe goal is at (3, 3). From (0, 2), I can safely move DOWN to (1, 2) since it's a frozen tile. This move will allow me to continue my path downward toward the goal without encountering any immediate holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The grid layout is:\n\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe goal is at (3, 3). From my current position (1, 2), moving DOWN to (2, 2) is safe since it's a frozen tile. This move keeps me on track toward the goal and avoids any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The grid layout is:\n\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nThe goal is at (3, 3). From (2, 2), I can move to (3, 2) by moving DOWN, which is a frozen tile and safe. This move will bring me very close to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The grid layout is:\n\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nThe goal is at (3, 3), directly to my right. From my current position, moving RIGHT to (3, 3) will allow me to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at position (0, 0), which is the start (S) and my current position (A). The goal (G) is at (3, 3). \n\nAnalyzing the grid:\n- The row directly below me (1,0) is Frozen (F), so moving DOWN is safe.\n- The cell to the right (0,1) is also Frozen (F), so moving RIGHT is safe.\n\nSince both directions are safe, I will choose to move RIGHT to progress toward the goal while avoiding the hole at (1,1) if I were to move DOWN and potentially get stuck later.\n\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nCurrently, I am at position (0, 1). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (0,0) is the Start (S), which is safe but not progressive.\n- The cell to the right (0,2) is Frozen (F), so moving RIGHT is safe.\n- The cell below (1,1) is a Hole (H), so moving DOWN is not safe.\n- Moving UP is not possible as I am at the top row.\n\nThe safest and most progressive move is to go RIGHT to position (0, 2), avoiding any holes and progressing toward the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (0,1) is Frozen (F), which is safe to backtrack.\n- The cell to the right (0,3) is Frozen (F), so moving RIGHT is safe.\n- The cell below (1,2) is Frozen (F), so moving DOWN is safe.\n- Moving UP is not possible as I am at the top row.\n\nThe safest and most progressive move is to go RIGHT to position (0, 3), as it continues moving towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (0,2) is Frozen (F), which is safe to backtrack.\n- Moving RIGHT is not possible as I am at the rightmost column.\n- The cell below (1,3) is a Hole (H), so moving DOWN is not safe.\n- Moving UP is not possible as I am at the top row.\n\nThe only safe move is to go LEFT to position (0, 2), as moving DOWN is not safe due to the hole.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (0,1) is Frozen (F), which is safe to backtrack.\n- The cell to the right (0,3) is Frozen (F), which I just came from.\n- The cell below (1,2) is Frozen (F), so moving DOWN is safe.\n- Moving UP is not possible as I am at the top row.\n\nThe safest and most progressive move is to go DOWN to position (1, 2), as it takes me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (1,1) is a Hole (H), so moving LEFT is not safe.\n- The cell to the right (1,3) is a Hole (H), so moving RIGHT is not safe.\n- The cell below (2,2) is Frozen (F), so moving DOWN is safe.\n- The cell above (0,2) is Frozen (F), which is safe but would backtrack.\n\nThe safest and most progressive move is to go DOWN to position (2, 2), as it keeps moving closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3).\n\nAnalyzing the grid:\n- The cell to the left (2,1) is Frozen (F), so moving LEFT is safe.\n- The cell to the right (2,3) is a Hole (H), so moving RIGHT is not safe.\n- The cell below (3,2) is Frozen (F), so moving DOWN is safe.\n- The cell above (1,2) is Frozen (F), which I just came from.\n\nThe safest and most progressive move is to go DOWN to position (3, 2), as it brings me closer to the goal without encountering any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), which is directly to my right.\n\nAnalyzing the grid:\n- The cell to the left (3,1) is Frozen (F), which is safe but would backtrack.\n- The cell to the right (3,3) is the Goal (G), so moving RIGHT will win the game.\n- Moving DOWN is not possible as I am at the bottom row.\n- The cell above (2,2) is Frozen (F), but moving UP would be backtracking.\n\nThe best move is to go RIGHT to position (3, 3), which will allow me to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) marked by 'A'. The goal 'G' is located at position (3, 3). To reach the goal, I need to navigate through the frozen ice 'F' while avoiding holes 'H'. \n\nAnalyzing the grid:\n\n- Row 0: [A, F, F, F]\n- Row 1: [F, H, F, H]\n- Row 2: [F, F, F, H]\n- Row 3: [H, F, F, G]\n\nI see that directly below my current position (1, 0) is 'F', which is safe to move to. To the right (0, 1) is also 'F', safe to move to. Moving right will keep me on the top row, allowing me to avoid the hole at (1, 1).\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). I need to continue moving towards the goal, avoiding holes.\n\nAnalyzing my options from (0, 1):\n- RIGHT to (0, 2): 'F', safe to move.\n- DOWN to (1, 1): 'H', a hole, unsafe to move.\n- LEFT to (0, 0): 'S', start position, safe but moves me backward.\n\nMoving RIGHT to (0, 2) keeps me on the top row and maintains a safe path towards the goal, avoiding the hole directly below.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). I need to continue moving towards the goal safely.\n\nAnalyzing my options from (0, 2):\n- RIGHT to (0, 3): 'F', safe to move.\n- DOWN to (1, 2): 'F', safe to move.\n- LEFT to (0, 1): 'F', safe but moves backward.\n\nBoth RIGHT and DOWN are safe options. However, moving DOWN to (1, 2) positions me closer to the goal and opens up a safer trajectory to move further downwards, avoiding holes on the top row.\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3). I need to continue moving towards the goal while avoiding holes.\n\nAnalyzing my options from (1, 2):\n- RIGHT to (1, 3): 'H', a hole, unsafe to move.\n- DOWN to (2, 2): 'F', safe to move.\n- LEFT to (1, 1): 'H', a hole, unsafe to move.\n- UP to (0, 2): 'F', safe but moves backward.\n\nThe only safe and forward-moving option is DOWN to (2, 2), which keeps me on the path towards the goal without encountering any holes.\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). I need to continue moving towards the goal while avoiding holes.\n\nAnalyzing my options from (2, 2):\n- RIGHT to (2, 3): 'H', a hole, unsafe to move.\n- DOWN to (3, 2): 'F', safe to move.\n- LEFT to (2, 1): 'F', safe to move.\n- UP to (1, 2): 'F', safe but moves backward.\n\nThe best move without encountering holes and getting closer to the goal is DOWN to (3, 2). This positions me adjacent to the goal.\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is right next to me at (3, 3). I need to move into the goal to win.\n\nAnalyzing my options from (3, 2):\n- RIGHT to (3, 3): 'G', the goal, which is the winning move.\n- LEFT to (3, 1): 'F', safe but unnecessary since the goal is reachable.\n- UP to (2, 2): 'F', safe but moves backward.\n\nThe goal is directly to my right. Moving RIGHT will allow me to reach the goal and win the game.\n\nThe best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), marked as the starting point 'A'. My goal is to reach the 'G' at position (3, 3). \nThe grid looks like this:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, I can move RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT seems safer because it avoids the immediate hole at (1, 1). Additionally, staying on the top row for as long as possible may help avoid holes on the second row.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). \nThe grid currently is:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position, I can move RIGHT to (0, 2), LEFT to (0, 0), or DOWN to (1, 1). \nMoving DOWN to (1, 1) is dangerous because it's a hole. \nI can move RIGHT to (0, 2), which is a safe frozen tile. It keeps me on the top row and avoids any immediate holes. \n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains at (3, 3). \nThe grid now looks like this:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my position, I can move RIGHT to (0, 3), LEFT to (0, 1), or DOWN to (1, 2). \nMoving RIGHT to (0, 3) is a safe frozen tile and keeps me on the top row, avoiding holes. \nMoving DOWN to (1, 2) is another option, but it brings me closer to the holes in the second row. \n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3), the far right of the top row. The goal is at position (3, 3). \nThe grid is as follows:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom here, I can move LEFT to (0, 2) or DOWN to (1, 3). \nMoving LEFT would take me backward. \nMoving DOWN to (1, 3) is risky because it's a hole. \n\nTo progress, I need to move down the grid. The safest move would involve reaching row 2, avoiding the holes in row 1. Since direct downward movement to (1, 3) is not safe, I'll need to eventually move to (1, 2) and then down again. \n\nFor now, I should move LEFT to (0, 2) to prepare for a safer descent.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal is at (3, 3). \nThe grid layout is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom (0, 2), I can move RIGHT to (0, 3), LEFT to (0, 1), or DOWN to (1, 2). \nMoving RIGHT would take me back to (0, 3). \nMoving DOWN to (1, 2) is a safe move as it's a frozen tile, and it positions me to move further down to reach the goal. \n\nThe safest and most strategic move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). \nThe grid is laid out as follows:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my position, I can move LEFT to (1, 1), RIGHT to (1, 3), UP to (0, 2), or DOWN to (2, 2). \nMoving LEFT to (1, 1) is dangerous because it's a hole. \nMoving RIGHT to (1, 3) is also a hole. \nMoving UP to (0, 2) would take me backward. \nMoving DOWN to (2, 2) is safe and progresses toward the goal.\n\nThe safest and most strategic move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). \nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my position, I can move LEFT to (2, 1), RIGHT to (2, 3), UP to (1, 2), or DOWN to (3, 2). \nMoving LEFT to (2, 1) is a safe frozen tile but moves away from the goal. \nMoving RIGHT to (2, 3) is a hole, which is dangerous. \nMoving UP to (1, 2) takes me backward. \nMoving DOWN to (3, 2) is a safe frozen tile and gets me closer to the goal.\n\nThe safest and most strategic move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is at (3, 3), just one step to the RIGHT. \nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position, I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2). \nMoving LEFT or UP doesn't lead me to the goal. \nMoving RIGHT to (3, 3) will take me directly to the goal.\n\nThe best move to reach the goal is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is marked as 'A'. The goal 'G' is located at position (3, 3). I need to navigate through the grid while avoiding holes ('H') at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), moving LEFT or UP is not possible as it would move me out of the grid. Therefore, I can only consider moving RIGHT to (0, 1) or DOWN to (1, 0).\n\nMoving RIGHT to (0, 1) is safe as it's a 'F' (Frozen ice), and it progresses me towards the goal without encountering any holes in the immediate path.\n\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal 'G' is still at position (3, 3). From here, I can move LEFT back to (0, 0), which is not ideal since it retraces my steps. Moving UP is not possible as it would go out of bounds.\n\nI can move RIGHT to (0, 2), which is a 'F' (Frozen ice), or I can move DOWN to (1, 1), which is a 'H' (Hole). Moving into a hole is game over, so I must avoid it.\n\nThe safest move is to go RIGHT to (0, 2), as it keeps me on frozen ice and progresses me towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is at position (3, 3). I have a few options from here:\n\n- Moving LEFT to (0, 1) would take me back a step, which is unnecessary.\n- Moving UP is not possible as it would take me out of bounds.\n- Moving RIGHT to (0, 3) is a safe option as it is 'F' (Frozen ice), and it moves me closer to the goal.\n- Moving DOWN to (1, 2) is also a safe option since it's 'F' (Frozen ice), and it helps me progress towards the goal.\n\nSince both DOWN and RIGHT are safe, moving DOWN to (1, 2) seems like a good option because it allows more flexibility for future moves and avoids the right edge of the grid where less direction options might be available.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal 'G' is at position (3, 3). From here, I need to carefully navigate to avoid holes and reach the goal.\n\n- Moving LEFT to (1, 1) is not an option because it is a 'H' (Hole).\n- Moving UP to (0, 2) would take me back to a previous position, which is not optimal.\n- Moving DOWN to (2, 2) is a safe move as it is 'F' (Frozen ice), and it brings me closer to the goal.\n- Moving RIGHT to (1, 3) is not a good option because it is a 'H' (Hole).\n\nThe best move is to go DOWN to (2, 2), which is a safe path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at position (3, 3). From here, I have the following options:\n\n- Moving LEFT to (2, 1) is safe as it is 'F' (Frozen ice).\n- Moving UP to (1, 2) would take me back to a previous position, which doesn't move me closer to the goal.\n- Moving RIGHT to (2, 3) is not an option because it is a 'H' (Hole).\n- Moving DOWN to (3, 2) is safe as it is 'F' (Frozen ice), and it brings me closer to the goal.\n\nThe best move is to go DOWN to (3, 2) since it is safe and directly progresses towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2), and the goal 'G' is directly to my right at (3, 3). From here, I have the following options:\n\n- Moving LEFT to (3, 1) would take me to 'F' (Frozen ice), but it doesn't get me closer to the goal.\n- Moving UP to (2, 2) would take me back to a previous position, which isn't helpful.\n- Moving RIGHT to (3, 3) will lead me directly to the goal 'G', allowing me to win the game.\n- Moving DOWN is not possible as it would be out of bounds.\n\nThe best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is marked as 'A'. The goal is at position (3, 3). \n\nThe available actions from this position are RIGHT and DOWN since moving LEFT or UP would take me out of bounds.\n\nThe immediate cells around me are:\n- RIGHT (0, 1): F (Frozen, safe)\n- DOWN (1, 0): F (Frozen, safe)\n\nBoth RIGHT and DOWN are safe moves. However, moving RIGHT keeps me on the top row and away from the holes in the next row. This seems like the safer path initially.\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (0, 0): S (Start, safe)\n- RIGHT to (0, 2): F (Frozen, safe)\n- DOWN to (1, 1): H (Hole, dangerous)\n\nMoving DOWN is not an option because it leads to a hole.\n\nRIGHT (0, 2) is a safe move, keeping me on the top row and progressing towards the goal.\n\nLEFT would take me back to the start, which doesn't help with progress.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal is still at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (0, 1): F (Frozen, safe)\n- RIGHT to (0, 3): F (Frozen, safe)\n- DOWN to (1, 2): F (Frozen, safe)\n\nAll of these moves are safe, but I should choose the one that progresses towards the goal effectively.\n\nMoving RIGHT to (0, 3) keeps me on the top row, which is completely safe, and brings me one step closer to the goal.\n\nLEFT would take me back, which doesn't help with progress.\n\nDOWN is also a viable option and keeps me on a safe path, but staying on the top row for now seems safer as there are no holes here.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal is at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (0, 2): F (Frozen, safe)\n- DOWN to (1, 3): H (Hole, dangerous)\n\nMoving DOWN is not an option because it leads to a hole.\n\nLEFT would take me back to (0, 2), which doesn't make progress towards the goal right now.\n\nSince RIGHT is out of bounds and UP isn't possible from this position, LEFT is the only safe move available that doesn't involve moving towards a hole.\n\nThe safest next move is to go LEFT.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (0, 1): F (Frozen, safe)\n- RIGHT to (0, 3): F (Frozen, safe)\n- DOWN to (1, 2): F (Frozen, safe)\n\nI've already explored RIGHT to (0, 3), which didn't lead to further progress due to the hole directly below it.\n\nLEFT would take me back to (0, 1), which doesn't make progress towards the goal.\n\nDOWN to (1, 2) is a safe move and provides an opportunity to explore the lower rows while avoiding holes directly ahead.\n\nThe safest and most progressive next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (1, 1): H (Hole, dangerous)\n- RIGHT to (1, 3): H (Hole, dangerous)\n- UP to (0, 2): F (Frozen, safe)\n- DOWN to (2, 2): F (Frozen, safe)\n\nMoving LEFT or RIGHT leads to holes, which I want to avoid.\n\nUP would take me back to (0, 2), which doesn't help with progress towards the goal.\n\nDOWN to (2, 2) is a safe move and brings me closer to the goal.\n\nThe safest and most progressive next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (2, 1): F (Frozen, safe)\n- RIGHT to (2, 3): H (Hole, dangerous)\n- UP to (1, 2): F (Frozen, safe)\n- DOWN to (3, 2): F (Frozen, safe)\n\nMoving RIGHT leads to a hole, which I want to avoid.\n\nUP would take me back to (1, 2), which doesn't help with progress towards the goal.\n\nLEFT to (2, 1) is safe, but it takes me further from the goal.\n\nDOWN to (3, 2) is a safe move and brings me closer to the goal at (3, 3).\n\nThe safest and most progressive next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is directly to the right at (3, 3).\n\nThe available actions from this position are:\n- LEFT to (3, 1): F (Frozen, safe)\n- RIGHT to (3, 3): G (Goal, win!)\n\nMoving LEFT is safe, but it takes me further from the goal.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal and win the game.\n\nThe best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0). The goal is at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). From my current position, I can safely move right to (0, 1) or down to (1, 0). Moving right keeps me away from the hole at (1, 1), which is the safer option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). From here, I can move right to (0, 2), down to (1, 1), or left back to (0, 0). Moving down to (1, 1) is dangerous because there's a hole there. Moving right to (0, 2) keeps me on safe frozen ice, so that's the best option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains at (3, 3), and the holes are unchanged. From here, I can move right to (0, 3), down to (1, 2), or left back to (0, 1). Moving down to (1, 2) or right to (0, 3) lands me on safe frozen ice. However, moving right keeps me on the top row and away from potential holes in the next row, making it the safer choice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal is at (3, 3). From here, I can't move right since I'm at the edge of the grid. I can move down to (1, 3) or left back to (0, 2). Moving down to (1, 3) would result in falling into a hole. Therefore, the safest move is to go back left to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is still at (3, 3). I previously moved right from here to avoid holes, but now I need to find a way down the grid. From (0, 2), I can safely move down to (1, 2), which is frozen ice and a step towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, I can move left to (1, 1), which has a hole, or down to (2, 2), which is frozen ice. Moving right to (1, 3) is also a hole. The safest move is to go down to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm at position (2, 2) now. The goal is at (3, 3). I can move right to (2, 3), but there is a hole there. I can also move down to (3, 2), which is safe frozen ice. Left to (2, 1) or up to (1, 2) would also be safe moves, but moving down to (3, 2) brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is directly to the right at (3, 3). From here, I can safely move right to reach the goal, as (3, 3) is the goal position and there are no holes in the way.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I'm at the starting position (0, 0), marked as 'A'. The goal is at (3, 3). The holes on the grid are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nThe immediate options are to move RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT takes me to (0, 1), which is safe since it's frozen (F). Moving DOWN takes me to (1, 0), which is also safe (F).\n\nTo make progress towards the goal, I'll prioritize moving RIGHT and DOWN simultaneously. So the safest next move is to go RIGHT to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow, I'm at position (0, 1). The goal is still at (3, 3). The holes remain at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, the options are:\n- LEFT to (0, 0), which is where I started.\n- DOWN to (1, 1), which is a hole (H) and should be avoided.\n- RIGHT to (0, 2), which is safe (F).\n\nThe safest and most productive move is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom this position, my options are:\n- LEFT to (0, 1), which is safe (F) but takes me back.\n- DOWN to (1, 2), which is safe (F).\n- RIGHT to (0, 3), which is safe (F).\n\nTo continue progressing towards the goal, moving RIGHT to (0, 3) is a good option as it keeps me on the top row and avoids holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, my options are:\n- LEFT to (0, 2), which is safe (F) but takes me back.\n- DOWN to (1, 3), which is a hole (H) and must be avoided.\n\nI cannot move RIGHT as it is outside the grid's boundary, and UP is not an option since I'm already at the top row.\n\nThe only viable option to continue safely is to move LEFT to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, my options are:\n- LEFT to (0, 1), which is safe (F) but moves me further away from the goal.\n- DOWN to (1, 2), which is safe (F).\n- RIGHT to (0, 3), which is safe (F) but I just came from there.\n\nTo progress towards the goal and avoid holes, I should move DOWN to (1, 2), which is a safe path.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, my options are:\n- LEFT to (1, 1), which is a hole (H) and must be avoided.\n- DOWN to (2, 2), which is safe (F).\n- RIGHT to (1, 3), which is a hole (H) and must be avoided.\n- UP to (0, 2), which is safe (F) but takes me back.\n\nThe safest move that also progresses towards the goal is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, my options are:\n- LEFT to (2, 1), which is safe (F).\n- DOWN to (3, 2), which is safe (F).\n- RIGHT to (2, 3), which is a hole (H) and must be avoided.\n- UP to (1, 2), which is safe (F) but takes me back.\n\nThe safest and most direct move towards the goal is to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is at (3, 3), which is one step to the right. The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom here, my options are:\n- LEFT to (3, 1), which is safe (F).\n- RIGHT to (3, 3), which is the goal (G).\n- UP to (2, 2), which is safe (F) but takes me back.\n\nThe optimal move is to go RIGHT to (3, 3) to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the starting point. My objective is to reach the goal at (3, 3). \n\nThe grid layout is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nAnalyzing the grid:\n- The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n- To move towards the goal, I need to avoid these holes.\n\nGiven my current position at (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0). \n\nSince (1, 0) is safe and doesn't bring me closer to any holes in the next move, I will choose to move DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nAHFH\nFFFH\nHFFG\n\nPosition: Row 1, Column 0\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 0). The goal is still at (3, 3).\n\nThe grid layout from my current position is:\n- Row 0: SFFF\n- Row 1: AHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nAnalyzing my surroundings:\n- I can move LEFT to (1, -1) which is out of bounds, so that's not an option.\n- I can move DOWN to (2, 0), which is a frozen tile and safe.\n- I can move RIGHT to (1, 1), but there is a hole at (1, 1), so that's unsafe.\n- I can move UP to (0, 0), but that's going back to the start.\n\nThe safest and most forward-moving option is to move DOWN to (2, 0), avoiding the hole at (1, 1).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nAFFH\nHFFG\n\nPosition: Row 2, Column 0\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 0) and the goal is at (3, 3).\n\nThe grid layout from my current position is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: AFFH\n- Row 3: HFFG\n\nAnalyzing the available moves:\n- I can move LEFT to (2, -1), but that's out of bounds.\n- I can move DOWN to (3, 0), but there's a hole at (3, 0), making it unsafe.\n- I can move RIGHT to (2, 1), which is a frozen tile and safe.\n- I can move UP to (1, 0), but that would be moving backward.\n\nThe safest move that gets me closer to the goal is to move RIGHT to (2, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFAFH\nHFFG\n\nPosition: Row 2, Column 1\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 1) and the goal is at (3, 3).\n\nThe grid layout from my current position is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FAFH\n- Row 3: HFFG\n\nAnalyzing the available moves:\n- I can move LEFT to (2, 0), which is a safe frozen tile, but it would move me backward.\n- I can move DOWN to (3, 1), which is a frozen tile and safe.\n- I can move RIGHT to (2, 2), which is a frozen tile and safe.\n- I can move UP to (1, 1), but there's a hole at (1, 1), making it unsafe.\n\nTo continue progressing toward the goal, I will move RIGHT to (2, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2) and the goal is at (3, 3).\n\nThe grid layout from my current position is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nAnalyzing the available moves:\n- I can move LEFT to (2, 1), which is a safe frozen tile, but it would move me backward.\n- I can move DOWN to (3, 2), which is a frozen tile and safe.\n- I can move RIGHT to (2, 3), but there's a hole at (2, 3), making it unsafe.\n- I can move UP to (1, 2), which is a safe frozen tile, but moving upward doesn't get me closer to the goal.\n\nThe best move to progress toward the goal safely is to move DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2) and the goal is at (3, 3), which is just one step to the right.\n\nThe grid layout from my current position is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nAnalyzing the available moves:\n- I can move LEFT to (3, 1), which is a safe frozen tile, but it would move me away from the goal.\n- I can move DOWN, but that's out of bounds.\n- I can move RIGHT to (3, 3), which is the goal.\n- I can move UP to (2, 2), but that would be moving away from the goal.\n\nThe most logical move is to move RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start 'S'. The goal 'G' is located at (3, 3). Looking at the grid, I need to be careful of holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nSince I'm at the top-left corner and need to move towards the goal, my options are to move RIGHT or DOWN. Moving RIGHT will place me at (0, 1), which is safe (F). Moving DOWN to (1, 0) is also safe (F). \n\nHowever, if I choose DOWN, I'd have to navigate around the hole at (1, 1) later. Moving RIGHT is safer for now as it avoids immediate obstacles and keeps my options open for further moves. \n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal 'G' is still at (3, 3). From my current position, the available safe moves are to go RIGHT to (0, 2), which is safe (F), or to go DOWN to (1, 1), which is a hole (H) and therefore not an option.\n\nMoving RIGHT keeps me on the top row and continues to take me closer to the goal without any immediate threats. If I move RIGHT, my next move could be to move DOWN, which would avoid the holes and keep me on a safe path.\n\nTherefore, the best move right now is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' is still at (3, 3). From my current position, I can move RIGHT to (0, 3), which is safe (F), or I can move DOWN to (1, 2), which is also safe (F).\n\nIf I move RIGHT, I will be at the edge of the grid, but still safely away from holes. Moving DOWN to (1, 2) keeps me on a safe path and provides options for further moves down towards the goal.\n\nConsidering the overall path to the goal, moving DOWN seems more strategic as it avoids potential dead ends and positions me better for reaching the goal.\n\nTherefore, the best move right now is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at (3, 3). From here, I need to be cautious about the hole at (1, 3) to my RIGHT and the hole at (2, 3) below and to the right.\n\nI can move LEFT to (1, 1), but that's a hole (H), so that's not an option. Moving RIGHT is risky because it leads directly into a hole. \n\nMoving DOWN to (2, 2) is a safe move (F), and it aligns with moving towards the goal while avoiding the holes at (2, 3) and (1, 3). This move keeps my path open for a safe continuation.\n\nTherefore, the best move right now is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at (3, 3). From here, the immediate safe options are to move LEFT to (2, 1), which is safe (F), or move DOWN to (3, 2), which is also safe (F).\n\nMoving RIGHT to (2, 3) is not safe as it is a hole (H). Moving LEFT will take me away from the goal, while moving DOWN will bring me closer to the goal position.\n\nConsidering the path to the goal, moving DOWN is the strategic choice as it places me in a position to reach the goal with the next move.\n\nTherefore, the best move right now is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is directly to my RIGHT at (3, 3). \n\nFrom my position, I have the following options:\n- Move LEFT to (3, 1), which is safe (F) but takes me farther from the goal.\n- Move RIGHT to (3, 3), which is the goal (G) and will win the game.\n- Move UP to (2, 2), which is safe (F), but unnecessary as the goal is directly reachable.\n\nSince the goal is directly to my RIGHT and reachable without any obstacles, the optimal move is to go RIGHT to reach the goal and win the game.\n\nTherefore, the best move right now is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm starting at position (0, 0), which is marked as \"A\" and \"S\". The goal \"G\" is located at (3, 3). The holes \"H\" are at positions (1, 1), (1, 3), (2, 3), and (3, 0). To avoid falling into a hole, I should plan my path carefully.\n\nCurrently, I am at the top-left corner. To move towards the goal, I can either move RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT seems safer because moving DOWN will eventually require navigating around the hole at (1, 1). Moreover, moving RIGHT allows me to progress closer to the goal while staying on safe frozen ice.\n\nTherefore, the safest immediate move is to go RIGHT from (0, 0) to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal \"G\" is still at (3, 3). From here, I can move RIGHT to (0, 2), DOWN to (1, 1), or LEFT back to (0, 0).\n\nMoving DOWN to (1, 1) is not safe because it contains a hole. Moving LEFT back to (0, 0) would be regressive. \n\nMoving RIGHT to (0, 2) keeps me on safe frozen ice and brings me closer to the goal without encountering any holes in the immediate path. Thus, the best move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal \"G\" is at (3, 3). From here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT back to (0, 1).\n\nMoving LEFT to (0, 1) would be regressive. Moving DOWN to (1, 2) is safe and moves me closer to the goal, but it will bring me near the hole at (1, 3) if I continue downwards. \n\nMoving RIGHT to (0, 3) is safe and keeps me on frozen ice, bringing me closer to the goal. Given the position of the holes, moving RIGHT is the safer option at this point, as it avoids direct proximity to holes.\n\nTherefore, the best move is to go RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3), which is the far right of the top row. The goal \"G\" is at (3, 3). From here, I can move DOWN to (1, 3) or LEFT to (0, 2).\n\nMoving LEFT to (0, 2) would be regressive. Moving DOWN to (1, 3) is not safe because it contains a hole.\n\nSince neither moving LEFT nor DOWN provides a safe advance, I need to find an alternative path. Moving LEFT to (0, 2) and then DOWN might offer a safer route around the holes. \n\nGiven the current situation, the only viable move is to go LEFT to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal \"G\" is at (3, 3). From here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT to (0, 1).\n\nI previously determined that moving RIGHT to (0, 3) was safe but led to a dead-end due to the hole at (1, 3). Moving LEFT to (0, 1) would move me further from the goal.\n\nThe remaining option is to try moving DOWN to (1, 2), which keeps me on safe frozen ice. This path might allow me to navigate around the holes and find a way to the goal.\n\nTherefore, the best move now is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal \"G\" is at (3, 3). From here, I can move LEFT to (1, 1), DOWN to (2, 2), RIGHT to (1, 3), or UP to (0, 2).\n\nMoving RIGHT to (1, 3) is not safe because it contains a hole. Moving LEFT to (1, 1) also leads to a hole. Going UP to (0, 2) would be regressive.\n\nMoving DOWN to (2, 2) is safe, as it keeps me on frozen ice and progresses towards the goal. This move avoids any immediate holes and allows me to continue navigating towards the goal.\n\nTherefore, the safest move is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal \"G\" is at (3, 3). From here, I can move LEFT to (2, 1), DOWN to (3, 2), RIGHT to (2, 3), or UP to (1, 2).\n\nMoving RIGHT to (2, 3) is not safe because it contains a hole. Moving UP to (1, 2) would be regressive.\n\nMoving LEFT to (2, 1) is safe and keeps me on frozen ice, but it doesn't bring me closer to the goal.\n\nMoving DOWN to (3, 2) is safe and progresses towards the goal, bringing me one step away from the target. This move avoids any immediate holes and allows me to approach the goal directly.\n\nTherefore, the best move is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal \"G\" is at (3, 3), just one cell to the right. From here, I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2).\n\nMoving LEFT to (3, 1) would be regressive and doesn't bring me closer to the goal. Moving UP to (2, 2) also doesn't help progress towards the goal.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal directly from my current position. There are no holes to worry about since the goal is right next to my current position.\n\nTherefore, the best move is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the start position (S). The goal (G) is at position (3, 3). I need to navigate towards the goal while avoiding the holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move either RIGHT to (0, 1) or DOWN to (1, 0). Both options are on frozen ice (F), so they are safe. However, moving down to (1, 0) would bring me closer to a hole at (1, 1). Moving right to (0, 1) seems safer and it keeps me on a straight path towards the goal.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at (3, 3). From here, I can move RIGHT to (0, 2), DOWN to (1, 1), or LEFT back to (0, 0).\n\nMoving down to (1, 1) is not safe, as it contains a hole (H). Going left would return me to the start position, which is unnecessary. Moving right to (0, 2) is safe as it is frozen ice (F) and keeps me advancing towards the goal.\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is still at (3, 3). From my current position, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT back to (0, 1).\n\nGoing left would take me back to a previous position, which is not necessary. Moving down to (1, 2) is safe because it is frozen ice (F) and continues to bring me closer to the goal. Moving right to (0, 3) is also safe, but it would place me at the edge of the grid, and the next move would likely require moving down.\n\nGiven the grid layout, moving DOWN to (1, 2) seems safer and keeps me progressing directly towards the goal, while avoiding potential edge complications.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3).\n\nMoving left to (1, 1) is not safe because there is a hole (H). Moving right to (1, 3) is also not safe because it leads to another hole. The only safe move is DOWN to (2, 2), which is frozen ice (F) and brings me closer to the goal.\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From here, I can move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3).\n\nMoving right to (2, 3) is not safe because it is a hole (H). Moving left to (2, 1) is safe as it is frozen ice (F), but it doesn't bring me closer to the goal. Moving down to (3, 2) is safe since it is frozen ice (F) and brings me directly closer to the goal.\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), just one step to the right. From here, I can move LEFT to (3, 1), RIGHT to (3, 3), or UP to (2, 2).\n\nMoving left to (3, 1) would be unnecessary and doesn't bring me closer to the goal. Moving up would take me away from the goal. Moving right to (3, 3) is safe and will allow me to reach the goal.\n\nThe best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) which is the start position (A). The goal is at position (3, 3). I need to navigate down and right to reach the goal while avoiding holes at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I have the following options:\n- Moving RIGHT to (0, 1), which is safe (Frozen ice).\n- Moving DOWN to (1, 0), which is also safe (Frozen ice).\n\nBoth moves are safe, but moving RIGHT first might offer a better path to avoid holes. Moving DOWN could eventually lead me closer to the hole at (1, 1).\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal remains at position (3, 3). From here, I need to continue moving towards the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I have the following options:\n- Moving RIGHT to (0, 2), which is safe (Frozen ice).\n- Moving DOWN to (1, 1), which is a hole (H) and therefore unsafe.\n- Moving LEFT would take me back to the start position (0, 0), which is not progressing towards the goal.\n- Moving UP is not possible as I'm in the top row.\n\nThe safest and most logical move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is still at position (3, 3). I need to continue navigating towards the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I have the following options:\n- Moving RIGHT to (0, 3), which is safe (Frozen ice).\n- Moving DOWN to (1, 2), which is also safe (Frozen ice).\n- Moving LEFT would take me back to (0, 1), which doesn't progress towards the goal.\n- Moving UP is not possible because I'm in the top row.\n\nMoving RIGHT to (0, 3) keeps me on the top row and continues progress towards the goal without encountering any holes. This seems to be the safest option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at position (3, 3). I need to move down towards the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 3), I have the following options:\n- Moving DOWN to (1, 3), which is a hole (H) and therefore unsafe.\n- Moving LEFT to (0, 2), which takes me back to a previous position.\n- Moving RIGHT is not possible because I am at the edge of the grid.\n- Moving UP is not possible because I'm in the top row.\n\nThe only safe and logical move is to go LEFT to (0, 2) to reassess the situation from there.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently back at position (0, 2). The goal is still at position (3, 3). I need to continue moving towards the goal while avoiding holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom position (0, 2), my options are:\n- Moving RIGHT to (0, 3) again would lead me back to where I was, but I know I can't move down from there due to a hole.\n- Moving DOWN to (1, 2), which is safe (Frozen ice).\n- Moving LEFT to (0, 1), which would take me further from the goal.\n- Moving UP is not possible because I'm in the top row.\n\nThe best course of action is to move DOWN to (1, 2), which keeps me on a safe path and makes progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at position (3, 3). I need to move towards the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (1, 2), I have the following options:\n- Moving RIGHT to (1, 3), which is a hole (H) and therefore unsafe.\n- Moving DOWN to (2, 2), which is safe (Frozen ice).\n- Moving LEFT to (1, 1), which is also a hole (H) and unsafe.\n- Moving UP to (0, 2), which takes me back to a previous position.\n\nThe best and safe move is to go DOWN to (2, 2), continuing towards the goal while avoiding holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at position (3, 3). I need to continue moving towards the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (2, 2), I have the following options:\n- Moving RIGHT to (2, 3), which is a hole (H) and therefore unsafe.\n- Moving DOWN to (3, 2), which is safe (Frozen ice).\n- Moving LEFT to (2, 1), which is safe (Frozen ice).\n- Moving UP to (1, 2), which would take me back to a previous position.\n\nThe safest move that progresses towards the goal is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is directly to my right at position (3, 3). I need to move to the goal while avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (3, 2), I have the following options:\n- Moving RIGHT to (3, 3), which is the goal (G).\n- Moving LEFT to (3, 1), which is safe (Frozen ice).\n- Moving UP to (2, 2), which takes me back to a previous position.\n- Moving DOWN is not possible as I'm at the bottom row.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the starting point (S). The goal (G) is at position (3, 3).\n\nLooking at the grid:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nTo reach the goal, I need to navigate right and down while avoiding holes. Currently, moving right to (0, 1) is safe since it is frozen (F). Moving down to (1, 0) is also safe as it is frozen (F). \n\nSince moving right keeps me on the top row and clear of immediate holes, I will choose to move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal (G) is still at position (3, 3).\n\nLooking at the grid:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are still at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), I can move right to (0, 2), which is frozen (F) and safe. Moving down to (1, 1) would land me in a hole, which is unsafe.\n\nTo continue progressing towards the goal while avoiding holes, the safest move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal (G) remains at position (3, 3).\n\nLooking at the grid:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), I can move right to (0, 3), which is frozen (F) and safe. Moving down to (1, 2) is also safe as it is frozen (F).\n\nTo make progress towards the goal while avoiding holes, moving RIGHT to (0, 3) is the safest and most straightforward option.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal (G) is at position (3, 3).\n\nLooking at the grid:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 3), I cannot move right as it is outside the grid. Moving down to (1, 3) would land me in a hole, which is unsafe. Moving left to (0, 2) or up doesn't make progress towards the goal.\n\nThe best move is to go DOWN to (1, 3), but since it's a hole, I should reconsider and go DOWN to (1, 2) instead, which is frozen (F) and safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is marked as 'A'. The goal 'G' is located at position (3, 3). \n\nThe immediate options for movement from my current position are:\n- RIGHT to (0, 1): This position is 'F', which is safe.\n- DOWN to (1, 0): This position is 'F', which is safe.\n\nGiven that the holes 'H' are at (1, 1), (1, 3), (2, 3), and (3, 0), I should avoid these positions.\n\nTo progress towards the goal, moving RIGHT to (0, 1) seems to be a safe and direct choice. This avoids the immediate hole below at (1, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal 'G' is still at (3, 3).\n\nThe immediate options for movement from my current position are:\n- LEFT to (0, 0): This position is 'S', which is safe but moves me away from the goal.\n- RIGHT to (0, 2): This position is 'F', which is safe.\n- DOWN to (1, 1): This position is 'H', which is a hole and should be avoided.\n\nTo continue progressing towards the goal, moving RIGHT to (0, 2) is the safest choice without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' is at (3, 3).\n\nThe immediate options for movement from my current position are:\n- LEFT to (0, 1): This position is 'F', which is safe but moves me back.\n- RIGHT to (0, 3): This position is 'F', which is safe.\n- DOWN to (1, 2): This position is 'F', which is safe.\n\nMoving RIGHT to (0, 3) will keep me on the top row, and then I can plan to move downwards, avoiding the holes. Alternatively, moving DOWN to (1, 2) is also safe and brings me closer vertically to the goal.\n\nConsidering the layout, moving DOWN to (1, 2) seems like a good step towards the goal, as it keeps me progressing without backtracking.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal 'G' is at (3, 3).\n\nThe immediate options for movement from my current position are:\n- LEFT to (1, 1): This position is 'H', which is a hole and should be avoided.\n- RIGHT to (1, 3): This position is 'H', which is also a hole and should be avoided.\n- DOWN to (2, 2): This position is 'F', which is safe.\n\nMoving DOWN to (2, 2) is the only safe option that keeps me progressing towards the goal without falling into a hole.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at (3, 3).\n\nThe immediate options for movement from my current position are:\n- LEFT to (2, 1): This position is 'F', which is safe.\n- RIGHT to (2, 3): This position is 'H', which is a hole and should be avoided.\n- DOWN to (3, 2): This position is 'F', which is safe.\n\nMoving DOWN to (3, 2) is a direct path towards the goal and avoids any holes. This seems like the best move to make progress.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at (3, 3).\n\nThe immediate options for movement from my current position are:\n- LEFT to (3, 1): This position is 'F', which is safe but moves me away from the goal.\n- RIGHT to (3, 3): This position is 'G', which is the goal.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal directly. This is the optimal move to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start position (S). The goal (G) is at position (3, 3). The immediate holes (H) I need to be cautious about are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo navigate safely towards the goal, I need to avoid these holes. From my current position, moving right to position (0, 1) is a safe option as it is a frozen tile (F). This will help me make progress towards the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI've moved to position (0, 1). The goal is still at (3, 3). From here, I can move in multiple directions. Moving left would take me back to the start, which isn't productive. Moving up isn't possible since I'm already in the top row. \n\nI can move right to position (0, 2), which is a frozen tile (F) and a safe move. Another option is to move down to position (1, 1), but that is a hole (H), which I need to avoid.\n\nThe safest and most productive move is to proceed to the right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is at (3, 3). Moving left would take me back to position (0, 1), which I've already visited. Moving up is not possible as I am at the top row.\n\nI can move right to position (0, 3), which is a frozen tile (F) and safe. Alternatively, I can move down to position (1, 2), which is also a frozen tile (F). \n\nMoving right will take me closer to the edge of the grid, and I will need to move down afterwards to progress towards the goal. Moving down now allows me to stay more centered and flexible with my options to navigate around the holes.\n\nThe safest and most strategic move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, moving right would take me to a hole at position (1, 3), which I need to avoid. Moving up to position (0, 2) is possible, but that would be backtracking and not helpful in reaching the goal. Moving left to position (1, 1) is also a hole and should be avoided.\n\nThe safest move is to go down to position (2, 2), which is a frozen tile (F) and keeps me progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3). From here, moving right would take me to a hole at position (2, 3), which I should avoid. Moving up to position (1, 2) is possible but would be backtracking and not helpful for reaching the goal. Moving left to position (2, 1) is a safe option as it's a frozen tile (F), and it keeps me on a path towards the goal. Similarly, moving down to position (3, 2) is also safe as it's a frozen tile (F) and closer to the goal.\n\nThe best move is to go down, as it directly moves me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is directly to my right at position (3, 3). Moving right is the optimal move as it will allow me to reach the goal. Moving left or up would be unnecessary as they would take me away from the goal. There's no option to move down because I'm at the bottom row.\n\nThe best move is to go right to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is also the Start (S) position. The Goal (G) is located at position (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can either move RIGHT to (0, 1) or DOWN to (1, 0). Moving RIGHT seems safer as it keeps me away from the holes at (1, 1) and (1, 3). Also, moving RIGHT aligns better with moving towards the goal which is further right and down.\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 1), I can move RIGHT to (0, 2), DOWN to (1, 1), or LEFT back to (0, 0). Moving DOWN to (1, 1) is risky because there is a hole there. Moving LEFT would take me back to the start, which doesn't help me progress toward the goal.\n\nMoving RIGHT to (0, 2) keeps me on safe frozen ice and moves me closer to the goal. This is the safest and most strategic move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (0, 2), I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT back to (0, 1). Moving LEFT would take me backward, so it's not ideal. Moving RIGHT to (0, 3) is safe and keeps me on the top row, but eventually, I'll need to move down to reach the goal.\n\nMoving DOWN to (1, 2) seems safe as it's frozen and allows me to start moving downwards towards the goal, aligning better with my ultimate direction.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3). The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (1, 2), I can move RIGHT to (1, 3), which is a hole and should be avoided. I can move DOWN to (2, 2), which is frozen and safe. LEFT to (1, 1) leads to another hole, so it should be avoided. Moving UP to (0, 2) would take me back, which doesn't help progress towards the goal.\n\nThe safest move is to go DOWN to (2, 2), keeping away from holes while moving closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (2, 2), I can move RIGHT to (2, 3), which is a hole and should be avoided. Moving DOWN to (3, 2) is safe and frozen, and it brings me closer to the goal. Moving LEFT to (2, 1) is safe but takes me away from the path to the goal. Moving UP to (1, 2) would take me backward.\n\nThe best move is to go DOWN to (3, 2), which is safe and positions me well to reach the goal in the next move.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom (3, 2), I can move RIGHT to (3, 3), which is the goal. Moving LEFT to (3, 1) is safe but unnecessary since it takes me away from the goal. Moving UP to (2, 2) would take me back, and there's no DOWN option as I'm on the bottom row.\n\nThe best move is to go RIGHT to (3, 3) to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0) which is marked with 'A'. The goal 'G' is located at position (3, 3). I need to find a path to the goal while avoiding the holes marked 'H'.\n\nFrom my current position (0, 0), I can move RIGHT to (0, 1) or DOWN to (1, 0) since both are 'F' (safe). Moving RIGHT to (0, 1) seems safer because moving DOWN would place me closer to the hole at (1, 1).\n\nThe safest next move is to go RIGHT to avoid the hole below and to continue on the frozen path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal 'G' remains at position (3, 3).\n\nFrom my current position, I can move RIGHT to (0, 2), which is 'F', or DOWN to (1, 1), which is 'H'. Moving DOWN would lead to a hole, which is unsafe.\n\nThe best move is to continue RIGHT to (0, 2) on the frozen path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal 'G' is still at position (3, 3).\n\nFrom (0, 2), I can move RIGHT to (0, 3), which is 'F', or DOWN to (1, 2), which is also 'F'. Moving RIGHT will get me to the edge of the grid and closer to the goal.\n\nSince (1, 2) is a safe frozen tile and will keep me away from the upcoming hole, moving DOWN will be a strategic step towards reaching the goal while avoiding holes in the next row.\n\nThe safest move now is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal 'G' is at position (3, 3).\n\nFrom my current position, I can move LEFT to (1, 1), which is 'H' (a hole), or move RIGHT to (1, 3), which is 'H' (another hole). Moving UP to (0, 2) would take me backward, and moving DOWN to (2, 2) is 'F' (safe).\n\nThe best and safest move is to go DOWN to (2, 2), continuing on the safe frozen path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at position (3, 3).\n\nFrom (2, 2), I can move LEFT to (2, 1), which is 'F', RIGHT to (2, 3), which is 'H', or DOWN to (3, 2), which is 'F'. Moving UP to (1, 2) would take me backward.\n\nThe safest move is to go DOWN to (3, 2), which keeps me on the frozen path and avoids the hole at (2, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal 'G' is directly to my RIGHT at position (3, 3).\n\nFrom here, I can move LEFT to (3, 1), which is 'F', or RIGHT to (3, 3), which is 'G'. Reaching (3, 3) means I have reached the goal.\n\nThe best move now is to go RIGHT to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) marked as 'A'. The goal 'G' is at position (3, 3). There are holes at positions (1, 1), (1, 3), (2, 3), and (3, 0). My current position is safe, and I need to find a path to the goal while avoiding these holes.\n\nFrom my current position, I have the following movement options:\n- RIGHT to (0, 1): This is a 'F' (frozen), which is safe.\n- DOWN to (1, 0): This is a 'F' (frozen), which is also safe.\n\nTo progress towards the goal, I should move RIGHT to avoid the holes below and continue along the row.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1) on the grid. The goal is still at (3, 3). From here, I can move in the following directions:\n- LEFT to (0, 0): This is 'S', the start position.\n- RIGHT to (0, 2): This is 'F', frozen and safe.\n- DOWN to (1, 1): This is 'H', a hole, and should be avoided.\n\nTo continue moving towards the goal without falling into a hole, the best move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). From my position, I can move:\n- LEFT to (0, 1): This is 'F', frozen and safe.\n- RIGHT to (0, 3): This is 'F', frozen and safe.\n- DOWN to (1, 2): This is 'F', frozen and safe.\n\nTo make progress towards the goal, moving RIGHT to (0, 3) is a safe choice as it brings me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3). The goal remains at (3, 3). From this position, my movement options are:\n- LEFT to (0, 2): This is 'F', frozen and safe.\n- DOWN to (1, 3): This is 'H', a hole, and should be avoided.\n\nMoving DOWN would place me in a hole, which is unsafe. The best option to continue progressing safely is to move LEFT to (0, 2) and then find a path downwards on a safer column.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). From here, I can move:\n- LEFT to (0, 1): This is 'F', frozen and safe.\n- RIGHT to (0, 3): This is 'F', frozen and safe.\n- DOWN to (1, 2): This is 'F', frozen and safe.\n\nSince moving RIGHT again leads back to a dead-end with a hole below, I should instead move DOWN to (1, 2) to progress safely and explore the path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3). From here, my movement options are:\n- LEFT to (1, 1): This is 'H', a hole, and should be avoided.\n- RIGHT to (1, 3): This is 'H', a hole, and should be avoided.\n- DOWN to (2, 2): This is 'F', frozen and safe.\n\nMoving LEFT or RIGHT will result in falling into a hole. Therefore, the safest move is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is at (3, 3). From my current position, I can move:\n- LEFT to (2, 1): This is 'F', frozen and safe.\n- RIGHT to (2, 3): This is 'H', a hole, and should be avoided.\n- DOWN to (3, 2): This is 'F', frozen and safe.\n\nTo continue progressing towards the goal while avoiding holes, the safest move is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is directly to my right at (3, 3). From my current position, I can move:\n- LEFT to (3, 1): This is 'F', frozen and safe.\n- RIGHT to (3, 3): This is 'G', the goal!\n\nSince moving RIGHT will lead me directly to the goal, it's the best and winning move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0) which is marked as 'A'. The goal 'G' is located at (3, 3). The holes 'H' are located at (1, 1), (1, 3), (2, 3), and (3, 0). The immediate path seems to go right to avoid moving into any row with holes prematurely. From position (0, 0), moving right to (0, 1) seems safe as it is marked 'F' and doesn't have any holes nearby. This also brings me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI have moved to position (0, 1). The goal is still at (3, 3). From here, I can either move right to (0, 2) which is 'F', or I can move down to (1, 1) which is a hole 'H' and would end the game. Moving right to (0, 2) is the safer choice as it keeps me on frozen ice and avoids holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal remains at (3, 3). My options are to move right to (0, 3), which is 'F', or move down to (1, 2), which is also 'F'. Moving right to (0, 3) keeps me on the top row, which is safe and allows for flexibility in future moves. This move avoids the hole at (1, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3). My next moves could be left to (0, 2) or down to (1, 3). However, (1, 3) is a hole 'H', which would result in game over. Therefore, the only safe move is to go down to (1, 3).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). From here, I should avoid moving right again as it would not progress me towards the goal. Moving down to (1, 2) is a safe move since it's marked 'F' and keeps me away from the hole at (1, 3). This move will allow me to continue progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3). From here, I can move left to (1, 1), but it's a hole 'H'. Moving right to (1, 3) is also a hole 'H'. The safest move is to go down to (2, 2), which is 'F'. This move keeps me on a safe path and progresses towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am at position (2, 2). The goal is at (3, 3). I can move left to (2, 1) which is 'F', or move down to (3, 2) which is also 'F'. Moving right to (2, 3) is a hole 'H'. Moving down to (3, 2) is safe and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is directly to the right at position (3, 3). Moving right to (3, 3) will allow me to reach the goal and win the game. There's no hole to worry about in this move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is marked as 'A'. The goal 'G' is at position (3, 3). Holes are located at positions (1, 1), (1, 3), (2, 3), and (3, 0). The immediate action should be to move in a direction that avoids holes and progresses towards the goal.\n\nFrom (0, 0), I can either move RIGHT to (0, 1) or DOWN to (1, 0). Both positions are safe frozen ice (F). However, if I move DOWN, I'll be close to the hole at (1, 1); therefore, moving RIGHT is a safer option that keeps me further from the nearest hole and inches me closer to the goal.\n\nThus, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal 'G' is still at position (3, 3). From here, I can move LEFT to (0, 0), RIGHT to (0, 2), or DOWN to (1, 1).\n\nMoving LEFT would take me back to the start position. Moving DOWN is risky because it would put me directly on a hole at (1, 1). Moving RIGHT to (0, 2) is onto frozen ice, which is safe, and it moves me closer to the goal.\n\nTherefore, the safest and most strategic move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal 'G' is at position (3, 3). From here, I can move LEFT to (0, 1), DOWN to (1, 2), or RIGHT to (0, 3).\n\nMoving LEFT would take me back to (0, 1), which is not a progression towards the goal. Moving DOWN to (1, 2) is onto frozen ice (F) and is a safe option, keeping me away from the hole at (1, 3). Moving RIGHT to (0, 3) is also safe as it's frozen ice, but it does not progress me downward towards the goal.\n\nThe optimal move is to go DOWN to (1, 2), as it maintains a safe distance from holes and brings me closer to reaching the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at position (3, 3). From here, I can move LEFT to (1, 1), DOWN to (2, 2), or UP to (0, 2).\n\nGoing LEFT to (1, 1) is not viable because there's a hole there. Moving UP would take me back to (0, 2), which is not progressing towards the goal. Moving DOWN to (2, 2) is onto frozen ice, which is safe and moves me closer to the goal.\n\nThus, the best move is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal 'G' is at position (3, 3). From here, I can move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3).\n\nMoving LEFT to (2, 1) is safe as it's frozen ice, but it doesn't bring me closer to the goal. Moving DOWN to (3, 2) is also onto frozen ice and brings me closer to the goal without encountering a hole. Moving RIGHT to (2, 3) would land me in a hole, which is not desirable.\n\nThe safest and most strategic move is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at position (3, 3). From here, I can move LEFT to (3, 1) or RIGHT to (3, 3).\n\nMoving LEFT to (3, 1) takes me to frozen ice, which is safe, but it doesn't bring me closer to the goal. Moving RIGHT to (3, 3) would take me directly to the goal.\n\nThe optimal move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting position (S). The goal (G) is at position (3, 3). There are holes located at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), I can move to the right (0, 1) or down (1, 0). Moving right to (0, 1) is safe because it's on a frozen tile (F). Moving down to (1, 0) is also safe. However, moving right keeps me in the top row, which is entirely frozen and avoids the holes in the next row. Therefore, the safest next move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal is still at position (3, 3). From here, I can move right to (0, 2), which is safe since it's a frozen tile (F). I could also move left back to (0, 0), but that would be retracing my steps. Moving down to (1, 1) would lead me into a hole, which is not safe. Moving right seems to be the best choice as it keeps me on a frozen tile and gets me closer to the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is still at position (3, 3). From here, I can move right to (0, 3), which is safe as it is a frozen tile (F), or I can move down to (1, 2), which is also safe. \n\nMoving right would allow me to continue along the top row, which is safe. Moving down to (1, 2) would also be safe, but the row below (1, 3) has a hole. Continuing right keeps me in a safer position and closer to the goal, minimizing my immediate risk.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at position (3, 3). From (0, 3), I cannot move right as it would take me off the grid. Moving left would take me back to (0, 2), retracing my steps. The best option is to move down to (1, 3), but there is a hole there, so I need to avoid that move.\n\nThe safest move is to go down to (1, 2), which is a frozen tile. This will keep me safe and allow me to progress toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting point 'S'. The goal 'G' is at position (3, 3). I need to navigate while avoiding holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position at (0, 0), the only safe direction to move is RIGHT to (0, 1), as moving DOWN would place me at (1, 0), which is adjacent to a hole at (1, 1). RIGHT seems like a safer path because it allows me to continue moving rightward and downward later while avoiding immediate proximity to any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (0, 1). The next move should continue to avoid holes and progress me toward the goal at (3, 3). From here, I can move RIGHT to (0, 2), which is a frozen tile and safe. Moving DOWN to (1, 1) is not safe because it's a hole. \n\nContinuing RIGHT seems like the safest path as it keeps me on frozen tiles and allows future movements downward safely.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal remains to reach (3, 3). From here, I can continue moving RIGHT to (0, 3), which is safe and frozen. Moving DOWN to (1, 2) is also safe, but it will bring me closer to the holes in the next row. \n\nMoving RIGHT to (0, 3) keeps me on a straightforward path and distances me from the immediate risk of holes in the second row. After reaching the rightmost column, I can then plan to move DOWN towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3), the far-right column. The goal is still at (3, 3). From here, I cannot move RIGHT as I'm at the edge. Moving DOWN to (1, 3) is unsafe because it is a hole.\n\nThe safest move is to move DOWN to (1, 2), as it is a frozen tile and does not immediately place me next to any holes. This move will help me progress closer to the goal while staying safe.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the Start position. The Goal is at position (3, 3). I need to navigate through the grid by moving safely on Frozen ice (F) and avoiding Holes (H). \n\nFrom my current position (0, 0), I can move:\n- RIGHT to (0, 1) which is safe (F).\n- DOWN to (1, 0) which is also safe (F).\n\nConsidering the grid layout:\n- The path directly down (1, 0) and then towards the right seems safer initially, as it avoids the row with more holes (row 1).\n\nTherefore, the safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nAHFH\nFFFH\nHFFG\n\nPosition: Row 1, Column 0\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 0). The goal remains at (3, 3). From my current position, I can move:\n- RIGHT to (1, 1), which is a Hole (H) and should be avoided.\n- DOWN to (2, 0), which is safe (F).\n- UP to (0, 0), which is where I started (S), but I need to progress towards the goal.\n\nThe best move is to continue downwards to (2, 0), as moving right would place me in a Hole.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nAFFH\nHFFG\n\nPosition: Row 2, Column 0\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 0). Moving towards the goal at (3, 3), my options are:\n- RIGHT to (2, 1), which is safe (F).\n- DOWN to (3, 0), which is a Hole (H) and must be avoided.\n- UP to (1, 0), which is where I just came from.\n\nThe safest move is to go RIGHT to (2, 1), as it keeps me on safe Frozen ice and avoids the hole below.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFAFH\nHFFG\n\nPosition: Row 2, Column 1\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 1). The goal is at (3, 3). From my current position, I can move:\n- RIGHT to (2, 2), which is safe (F).\n- DOWN to (3, 1), which is safe (F).\n- LEFT to (2, 0), which I just came from.\n\nMoving RIGHT to (2, 2) continues to keep me on the path towards the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From my current position, I can move:\n- RIGHT to (2, 3), which is a Hole (H) and should be avoided.\n- DOWN to (3, 2), which is safe (F).\n- LEFT to (2, 1), which I just came from.\n\nThe best move is to go DOWN to (3, 2), as it keeps me on safe Frozen ice and avoids the hole to the right.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3). From my current position, I can move:\n- RIGHT to (3, 3), which is the Goal (G).\n- LEFT to (3, 1), which is safe (F).\n\nThe optimal move is to go RIGHT to (3, 3), which will allow me to reach the Goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at the start position (0, 0) marked by 'A'. The goal 'G' is located at (3, 3). \n\nThe grid layout is:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nMy current position is at the top-left corner. The goal is to move towards the bottom-right corner. \n\nThe immediate path options are:\n- RIGHT to (0, 1): Safe (F)\n- DOWN to (1, 0): Safe (F)\n\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo avoid stepping into a hole, moving RIGHT to (0, 1) seems like a safe option, as it keeps me away from the holes while progressing towards the goal. \n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal is still at (3, 3).\n\nThe grid layout is:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 1), the possible moves are:\n- LEFT to (0, 0): Back to start (S)\n- RIGHT to (0, 2): Safe (F)\n- DOWN to (1, 1): Hole (H) - Unsafe\n\nThe safest move to continue progressing towards the goal is to move RIGHT to (0, 2). This keeps me on frozen ice and away from any immediate holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3).\n\nThe grid layout is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 2), the possible moves are:\n- LEFT to (0, 1): Safe (F)\n- RIGHT to (0, 3): Safe (F)\n- DOWN to (1, 2): Safe (F)\n\nMoving RIGHT to (0, 3) keeps me on frozen ice and continues making progress towards the goal, without risking falling into a hole.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The goal is at (3, 3).\n\nThe grid layout is:\n- Row 0: SFFA\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 3), the possible moves are:\n- LEFT to (0, 2): Safe (F)\n- DOWN to (1, 3): Hole (H) - Unsafe\n\nMoving DOWN to (1, 3) is unsafe due to the hole. The only safe move is to go LEFT to (0, 2) to avoid the hole.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3).\n\nThe grid layout is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my position (0, 2), the possible moves are:\n- LEFT to (0, 1): Safe (F)\n- RIGHT to (0, 3): Safe (F)\n- DOWN to (1, 2): Safe (F)\n\nMoving RIGHT to (0, 3) again would lead to the same position I just came from, with no forward progress. Moving DOWN to (1, 2) would allow progress towards the goal without encountering any holes in the immediate path.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal is at (3, 3).\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (1, 2), the possible moves are:\n- LEFT to (1, 1): Hole (H) - Unsafe\n- RIGHT to (1, 3): Hole (H) - Unsafe\n- DOWN to (2, 2): Safe (F)\n- UP to (0, 2): Safe (F)\n\nThe only safe move that makes progress towards the goal is to go DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3).\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my current position (2, 2), the possible moves are:\n- LEFT to (2, 1): Safe (F)\n- RIGHT to (2, 3): Hole (H) - Unsafe\n- DOWN to (3, 2): Safe (F)\n- UP to (1, 2): Safe (F)\n\nThe safest move that progresses towards the goal is to go DOWN to (3, 2), getting closer to the goal without encountering holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), directly to my right.\n\nThe grid layout is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position (3, 2), the possible moves are:\n- LEFT to (3, 1): Safe (F)\n- RIGHT to (3, 3): Goal (G)\n- UP to (2, 2): Safe (F)\n\nThe RIGHT move takes me directly to the goal, completing the game. This is the optimal move.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I'm at position (0, 0) and need to reach the goal at (3, 3). The grid is as follows:\n\nAFFF\nFHFH\nFFFH\nHFFG\n\nThe holes are located at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo avoid the holes, I should plan a path that moves mostly right to reach the bottom row and then move towards the goal. \n\nFrom my current position (0, 0), the holes do not immediately threaten me, and I can safely move right to (0, 1) to continue towards the goal. This ensures I stay on frozen ice and avoid the row with a hole immediately below my starting position.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (0, 1). The grid is as follows:\n\nSAFF\nFHFH\nFFFH\nHFFG\n\nThe holes are still at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo continue towards the goal at (3, 3), I should aim to reach the lower rows where the path is clearer. From my current position, I can move right to (0, 2) safely. This keeps me on frozen ice and positions me closer to the goal without moving downwards into the row with a hole.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The grid now looks like this:\n\nSFAF\nFHFH\nFFFH\nHFFG\n\nThe goal is at (3, 3) and the holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nAt this point, I have the option to move right to (0, 3) or start moving down. Moving right to (0, 3) will bring me to the edge of the row, and then I would need to move down, avoiding a hole at (1, 3).\n\nInstead, moving down from (0, 2) to (1, 2) looks safe and will set me up to continue navigating downward and then across frozen tiles towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The grid is as follows:\n\nSFFF\nFHAH\nFFFH\nHFFG\n\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0). The goal is at (3, 3).\n\nFrom here, I can move down to (2, 2), which is a frozen tile and keeps me on a safe path. Moving right to (1, 3) would place me in a hole, so that is not an option. Moving left would not take me closer to the goal. Moving down is the best option as it keeps me on a safe path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The grid is now:\n\nSFFF\nFHFH\nFFAH\nHFFG\n\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0). The goal is at (3, 3).\n\nFrom my current position, I can move down to (3, 2) or right to (2, 3). Moving right would place me into a hole, so that's not an option. Therefore, moving down to (3, 2) is the safest move, as it is a frozen tile and brings me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The grid is as follows:\n\nSFFF\nFHFH\nFFFH\nHFAG\n\nThe holes are at (1, 1), (1, 3), (2, 3), and (3, 0). The goal is at (3, 3).\n\nFrom my current position, moving right to (3, 3) will take me directly to the goal, as it is the next position to the right and is safe (frozen ice). This will allow me to win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nCurrently, I am at position (0, 0), which is the start of the grid. The goal is located at position (3, 3). I need to navigate through the grid while avoiding holes, which are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move either DOWN or RIGHT. Moving RIGHT to (0, 1) keeps me on frozen ice (F), whereas moving DOWN to (1, 0) also keeps me on frozen ice (F). Both moves are safe, but moving RIGHT allows me to stay closer to the horizontal path toward the goal without having to deal with any holes in the immediate row below. Therefore, the safest move right now is to move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal remains at position (3, 3). From my current position, I can move RIGHT to (0, 2), DOWN to (1, 1), or back LEFT to (0, 0).\n\nMoving RIGHT to (0, 2) keeps me on frozen ice (F). Moving DOWN to (1, 1) would lead me into a hole (H), which I must avoid. Moving LEFT to (0, 0) takes me back to the start, which isn't beneficial.\n\nThe best option is to move RIGHT to (0, 2) to continue progressing toward the goal while staying on safe frozen ice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at position (3, 3). From here, I can move RIGHT to (0, 3), DOWN to (1, 2), or back LEFT to (0, 1).\n\nMoving RIGHT to (0, 3) keeps me on frozen ice (F). Moving DOWN to (1, 2) also keeps me on frozen ice (F). Moving LEFT would take me back to (0, 1), which isn't beneficial.\n\nBoth RIGHT and DOWN are safe moves, but moving RIGHT to (0, 3) allows me to stay on the top row and keep progressing toward the goal. Therefore, the safest and most direct option is to move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3), which is the end of the first row. The goal is at position (3, 3). From here, I can only move DOWN to (1, 3) or LEFT to (0, 2), since moving RIGHT is not possible.\n\nMoving DOWN to (1, 3) would lead me into a hole (H), which I must avoid. Moving LEFT would take me back to (0, 2), which is not desirable as it reverses progress.\n\nSince moving DOWN is not an option due to the hole, the only viable move is to go LEFT back to (0, 2).\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2) again. The goal is at position (3, 3). From here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT to (0, 1).\n\nMoving RIGHT to (0, 3) takes me back to where I was, but it does not help me progress toward the goal. Moving DOWN to (1, 2) keeps me on frozen ice (F) and allows me to make progress toward the goal by moving into the second row.\n\nTherefore, moving DOWN to (1, 2) is the best choice to continue making progress toward the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at position (3, 3). From here, I can move DOWN to (2, 2), RIGHT to (1, 3), UP to (0, 2), or LEFT to (1, 1).\n\nMoving RIGHT to (1, 3) would lead me into a hole (H), which I must avoid. Moving UP to (0, 2) would take me back to a previous position without making progress. Moving LEFT to (1, 1) would also lead me into a hole (H).\n\nThe only safe and progressive move is DOWN to (2, 2), where I will land on frozen ice (F).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at position (3, 3). From here, I can move DOWN to (3, 2), RIGHT to (2, 3), UP to (1, 2), or LEFT to (2, 1).\n\nMoving RIGHT to (2, 3) would lead me into a hole (H), which I must avoid. Moving UP to (1, 2) takes me back to a previous position without making progress. Moving LEFT to (2, 1) keeps me on frozen ice (F) but moves me away from the goal.\n\nMoving DOWN to (3, 2) keeps me on frozen ice (F) and brings me closer to the goal. Therefore, moving DOWN is the best option to continue progressing safely.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is at position (3, 3), directly to my right. From here, I can move RIGHT to (3, 3) to reach the goal, which is the winning move. Moving LEFT to (3, 1) or UP to (2, 2) would not be beneficial as they move me away from the goal.\n\nThe best move is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI am currently at position (0, 0), which is the Start position (S). Looking at the grid, the goal (G) is at position (3, 3). The holes (H) are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nTo reach the goal safely, I need to avoid these holes. Since I am at (0, 0), moving right to (0, 1) is safe because it is a frozen ice (F) cell. Moving down to (1, 0) is also safe, but I will choose to move right first to explore the possibilities of moving down later, avoiding the hole at (1, 1).\n\nThus, the safest move right now is to go RIGHT to position (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is still at (3, 3). I can see that the holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I have a few options:\n- Moving RIGHT to (0, 2) is safe as it's a frozen cell.\n- Moving DOWN to (1, 1) would land me in a hole, so that's not an option.\n- Moving LEFT would take me back to the start, which doesn't progress towards the goal.\n\nThe optimal move to continue progressing towards the goal while remaining on safe ground is to move RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3). The holes remain at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I have the following options:\n- Moving RIGHT to (0, 3) is safe as it is a frozen cell.\n- Moving DOWN to (1, 2) is also safe.\n- Moving LEFT would take me back to (0, 1), which I have already visited.\n\nTo make progress toward the goal, I will move RIGHT to (0, 3). This keeps me on safe ground and positions me to potentially move downward safely in the future.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at position (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the possible moves are:\n- Moving DOWN to (1, 3), but it would land me in a hole.\n- Moving LEFT to (0, 2) is safe but takes me away from the goal.\n- Moving RIGHT is not possible since I'm at the edge of the grid.\n\nThe safest and most progress-making move is to move LEFT back to (0, 2) since moving down is not safe.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am at position (0, 2) again. The goal is at (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the possible safe moves are:\n- Moving RIGHT to (0, 3) which I have already visited.\n- Moving DOWN to (1, 2) which is a frozen cell and is safe.\n\nTo make progress towards the goal while staying on safe ground, moving DOWN to (1, 2) seems to be the best option.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the possible moves are:\n- Moving RIGHT to (1, 3) would land me in a hole.\n- Moving LEFT to (1, 1) would also land me in a hole.\n- Moving DOWN to (2, 2) is safe as it is a frozen cell.\n- Moving UP to (0, 2) is safe, but it would take me backward.\n\nThe best move to continue making progress towards the goal while avoiding holes is to move DOWN to (2, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3). The holes are located at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the possible moves are:\n- Moving RIGHT to (2, 3) would land me in a hole.\n- Moving LEFT to (2, 1) is safe as it is a frozen cell.\n- Moving DOWN to (3, 2) is safe and brings me closer to the goal.\n- Moving UP to (1, 2) is safe but takes me backward.\n\nThe best option is to move DOWN to (3, 2), which places me closer to the goal while avoiding any holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3). The holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, the possible moves are:\n- Moving RIGHT to (3, 3) will take me to the goal, which is the best move.\n- Moving LEFT to (3, 1) is safe but moves me away from the goal.\n- Moving UP to (2, 2) is safe but also moves me away from the goal.\n\nThe optimal move is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) marked by 'A'. The goal 'G' is located at position (3, 3). The holes 'H' are at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nTo safely navigate to the goal, I should avoid these holes while making my way to (3, 3). Currently, I can move either RIGHT or DOWN. Moving RIGHT will put me at (0, 1), which is safe (F). Moving DOWN puts me at (1, 0), which is also safe (F), but moving down further will lead me closer to holes.\n\nThe safest next move is to go RIGHT because it keeps me on a safe path and gives me more options to avoid holes in the subsequent moves.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal 'G' is at (3, 3). From my current position, I can move RIGHT to (0, 2), which is safe (F), or DOWN to (1, 1), which is a hole (H) and should be avoided.\n\nMoving RIGHT to (0, 2) keeps me on a safe path and avoids any immediate danger from holes. This move will also allow me to continue navigating toward the goal while staying in the top row, which has no holes.\n\nTherefore, the safest move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2), and the goal 'G' is at (3, 3). From my current position, I can move RIGHT to (0, 3), which is safe (F), or I can move DOWN to (1, 2), which is also safe (F).\n\nMoving RIGHT to (0, 3) will keep me on a safe path and will bring me closer to the goal, staying in the top row which has no immediate holes, and maintaining multiple options for subsequent moves.\n\nTherefore, the safest move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal 'G' is at (3, 3). From here, I can only move DOWN to (1, 3), which is a hole (H) and must be avoided.\n\nSince I cannot move RIGHT or DOWN safely, the only option is to backtrack LEFT to (0, 2), which is safe (F). This will allow me to explore a different path toward the goal.\n\nTherefore, the safest move is to go LEFT.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am back at position (0, 2). The goal 'G' is at (3, 3). From here, I can move LEFT to (0, 1), which is safe (F), or I can move DOWN to (1, 2), which is also safe (F).\n\nTo make progress toward the goal, I should try moving DOWN to (1, 2), which is safe. This will allow me to explore the lower rows while avoiding holes.\n\nTherefore, the safest move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal 'G' is at (3, 3). From here, I can move LEFT to (1, 1), which is a hole (H) and should be avoided. Moving RIGHT to (1, 3) is also a hole (H), which should be avoided. \n\nThe only safe move is to go DOWN to (2, 2), which is safe (F). This move will get me closer to the goal without encountering any holes.\n\nTherefore, the safest move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal 'G' is at (3, 3). From here, I can move LEFT to (2, 1), which is safe (F), or I can move RIGHT to (2, 3), which is a hole (H) and should be avoided.\n\nMoving DOWN to (3, 2) is safe (F) and brings me closer to the goal. This is the best option to progress toward the goal while avoiding holes.\n\nTherefore, the safest move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal 'G' is at (3, 3), which is immediately to my right. From here, I can safely move RIGHT to (3, 3) to reach the goal and win the game.\n\nThere are no holes at (3, 3), and reaching this position will complete my objective.\n\nTherefore, the best move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start position (S). The grid is as follows:\n\n- Row 0: AFFF (I'm at position (0, 0))\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG (The goal is at position (3, 3))\n\nTo reach the goal, I need to move toward (3, 3). There is a hole at (1, 1), so I should avoid moving directly down from my current position. The safest initial move is to go right to (0, 1) as it is a frozen tile.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The current grid layout is:\n\n- Row 0: SAFF (I'm at position (0, 1))\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG (Goal is at position (3, 3))\n\nFrom here, moving further right to (0, 2) is safe as it's a frozen tile. Moving down to (1, 1) would put me in a hole, which I must avoid. Therefore, the best move is to continue moving to the right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The grid now looks like this:\n\n- Row 0: SFAF (I'm at position (0, 2))\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG (Goal is at position (3, 3))\n\nTo proceed safely, I should avoid moving down to (1, 2) as it's a frozen tile and fine to step on. However, moving further right to (0, 3) is also safe. Since I need to eventually move down to reach the goal at (3, 3), moving right to (0, 3) is a good step to take now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3). The grid layout is:\n\n- Row 0: SFFA (I'm at position (0, 3))\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG (Goal is at position (3, 3))\n\nFrom here, moving down to (1, 3) is not advisable because it's a hole. I cannot move right as I'm already at the edge of the grid. The only safe move is to go down to (1, 2), which is a frozen tile.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0) which is also the starting position. The goal (G) is at position (3, 3). The holes (H) are located at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position (0, 0), moving right to (0, 1) is safe because it's a frozen (F) tile. Moving down to (1, 0) is also safe, as it is a frozen (F) tile. My goal is to ultimately move towards the bottom-right corner of the grid while avoiding the holes.\n\nThe safest initial move is to go RIGHT to avoid the hole on the downward path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal (G) is still at position (3, 3), and the holes (H) remain at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 1), moving right to (0, 2) is safe, as it is a frozen (F) tile. Moving down to (1, 1) is unsafe, as it is a hole (H). Moving left to (0, 0) would take me back to the start, which is not ideal.\n\nTo progress towards the goal, the safest move is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal (G) is at position (3, 3), and the holes (H) are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 2), moving right to (0, 3) is safe, as it is a frozen (F) tile. Moving down to (1, 2) is also safe, as it is a frozen (F) tile. Moving left to (0, 1) would backtrack, and moving up is not possible as it would go out of the grid.\n\nThe optimal path towards the goal is to move RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal (G) is at position (3, 3), and the holes (H) are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 3), moving right is out of bounds. Moving down to (1, 3) is unsafe because it is a hole (H). Moving left to (0, 2) would backtrack.\n\nThe safest move to progress towards the goal is to move DOWN to (1, 3), but since it's a hole, the alternative correct move is to move DOWN to (1, 3) safely. However, logically down to (1, 2) is safer for forward movement on my path. \n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFA\nFFFH\nHFFG\n\nPosition: Row 1, Column 3\nSteps taken: 4\n===================\n*** YOU FELL IN A HOLE! ***\n\nGame Over! You fell into a hole after 4 steps.\n[GAME] Player lost the game.",
"role": "user"
}
] |
FAILED
| -0.5
|
frozen_lake
| 4
| false
| true
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the current grid, my position is at (0, 0), which is the start position 'S'. The goal 'G' is at (3, 3). The holes 'H' are at positions (1, 1), (1, 3), (2, 3), and (3, 0). From my current position, I can move either right or down. Moving right to (0, 1) is safe as it's frozen ice, and it keeps me away from any immediate holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal is still at (3, 3). From this position, I can move further right to (0, 2) or move down to (1, 1). However, moving down to (1, 1) is dangerous as it's a hole. Moving right to (0, 2) is safe as it is frozen ice, keeping me on the safest path towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is at (3, 3). From here, I can move right to (0, 3) or down to (1, 2). Moving right to (0, 3) is safe as it is frozen ice, and it continues to move me closer to the goal without encountering any holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 3). The goal is at (3, 3). From here, I can move down to (1, 3) or left to (0, 2). However, moving down to (1, 3) is not safe because there is a hole at that position. The safest move is to move left to (0, 2), but I need to progress towards the goal. I will need to eventually go down, so I'll start by moving left to reassess my path.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). From here, I can move down to (1, 2) safely as it's frozen ice, and this path avoids the hole directly at (1, 3). Moving down will help me progress towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3). From here, moving right to (1, 3) would be dangerous because there is a hole there. Moving down to (2, 2) is safe as it is frozen ice, and it brings me closer to the goal. Moving left to (1, 1) is also not an option due to a hole. Therefore, the best move is to go down.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am at position (2, 2). The goal is at (3, 3). From this position, I can move right to (2, 3), but that would lead me into a hole. Moving left to (2, 1) is safe, as it is frozen ice. Moving down to (3, 2) is also safe and gets me closer to the goal without encountering any immediate holes. The best move is to go down to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), which is directly to my right. There are no holes in the way, so moving right to (3, 3) will allow me to reach the goal safely.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the start. The goal is at position (3, 3). To reach the goal safely, I need to navigate through the frozen lake while avoiding holes. The holes are located at (1,1), (1,3), (2,3), and (3,0).\n\nFrom my current position (0, 0), I can either move RIGHT to (0, 1) or DOWN to (1, 0). Both positions are safe, as they are frozen ice (F). However, moving DOWN to (1, 0) will place me closer to a hole at (1, 1), so the safest move is to go RIGHT to (0, 1) and continue progressing towards the goal while avoiding holes.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 1). The goal remains at position (3, 3). From my current position, the options are to move LEFT back to (0, 0), DOWN to (1, 1), or RIGHT to (0, 2).\n\nMoving LEFT would simply return me to the start, which doesn't progress me towards the goal. Moving DOWN to (1, 1) is not an option because it would place me in a hole, resulting in game over. Moving RIGHT to (0, 2) is safe, as it is a frozen ice cell. Therefore, the best move is to go RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal is at position (3, 3). From my current position, I can move LEFT to (0, 1), DOWN to (1, 2), or RIGHT to (0, 3).\n\nMoving LEFT would take me back to (0, 1), which doesn't bring me closer to the goal. Moving DOWN to (1, 2) is a safe option since it is a frozen ice cell. Moving RIGHT to (0, 3) is also a safe option, as it is frozen ice too.\n\nSince moving RIGHT to (0, 3) keeps advancing towards the goal without any immediate holes nearby, it seems to be the most optimal choice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nCurrently, I am at position (0, 3). The goal is at position (3, 3). From here, I can move LEFT to (0, 2) or DOWN to (1, 3).\n\nMoving LEFT would take me back to (0, 2), which doesn't move me closer to the goal. Moving DOWN to (1, 3) would place me in a hole, resulting in game over.\n\nGiven these options, the best move is to proceed DOWN to (1, 3) carefully, but since it's a hole, I must first consider an alternate path to avoid it entirely. I should consider going down to (1, 2) first, then navigating around the hole.\n\nThus, to safely advance, I'll choose to move LEFT back to (0, 2) and reassess.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at position (3, 3), and I need to find a safe path while avoiding holes. The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move LEFT to (0, 1), DOWN to (1, 2), or RIGHT to (0, 3). Moving RIGHT again to (0, 3) doesn't seem to be productive, as it didn't offer a path previously. Moving LEFT takes me further from the goal.\n\nThe best option now is to move DOWN to (1, 2), which is a safe frozen ice cell. This move will bring me closer to the goal and allow me to navigate around the hole at (1, 3).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3). From my position, I can move LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3).\n\nMoving LEFT to (1, 1) would land me in a hole, which is not an option. Moving RIGHT to (1, 3) is also a hole, which would end the game. Therefore, the only safe move is DOWN to (2, 2), which is a frozen ice cell. This move will keep me on a safe path towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (2, 2). The goal is at (3, 3). From my current position, I can move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3).\n\nMoving LEFT to (2, 1) is safe as it is a frozen ice cell. Moving DOWN to (3, 2) is also safe. Moving RIGHT to (2, 3) would land me in a hole, which I need to avoid.\n\nTo continue safely and get closer to the goal, the best move is to go DOWN to (3, 2), as it will put me one step away from the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3). From my current position, I can move LEFT to (3, 1), or RIGHT to (3, 3).\n\nMoving LEFT to (3, 1) is a safe frozen ice cell, but it takes me away from the goal. Moving RIGHT to (3, 3) is the goal itself and will win the game.\n\nTherefore, the best action is to move RIGHT to reach the goal and win.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), which is the starting point \"S\". The goal \"G\" is at position (3, 3). To reach the goal, I need to navigate through the grid while avoiding any holes.\n\nThe immediate area around me is:\n- Right (0, 1): Frozen ice (safe)\n- Down (1, 0): Frozen ice (safe)\n\nSince moving right will keep me on frozen ice and closer to the goal, I will move right to position (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow, I'm at position (0, 1). The goal is still at (3, 3). I need to continue navigating right and down while avoiding holes.\n\nThe current possibilities are:\n- Right (0, 2): Frozen ice (safe)\n- Down (1, 1): Hole (dangerous)\n- Left (0, 0): Start position (already visited)\n\nTo make progress towards the goal and stay safe, I should move right to position (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is at (3, 3). My current path leads me towards the goal, but I need to be cautious of holes.\n\nThe current possibilities are:\n- Right (0, 3): Frozen ice (safe)\n- Down (1, 2): Frozen ice (safe)\n- Left (0, 1): Already visited\n\nBoth moving right and down are safe, but moving down will help me progress towards the goal while avoiding potential dead-ends on the top row. I will move down to position (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (1, 2). The goal is at (3, 3). I need to continue moving towards the goal while avoiding holes.\n\nThe current possibilities are:\n- Right (1, 3): Hole (dangerous)\n- Down (2, 2): Frozen ice (safe)\n- Left (1, 1): Hole (dangerous)\n- Up (0, 2): Already visited\n\nMoving down to position (2, 2) is the safest option, as it keeps me on frozen ice and avoids the holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). I'm close to the goal and need to carefully choose my next moves to avoid holes.\n\nThe current possibilities are:\n- Right (2, 3): Hole (dangerous)\n- Down (3, 2): Frozen ice (safe)\n- Left (2, 1): Frozen ice (safe)\n- Up (1, 2): Already visited\n\nMoving down to position (3, 2) is safe and brings me one step closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2), and the goal is right next to me at (3, 3). I need to make sure my next move takes me to the goal without encountering any holes.\n\nThe current possibilities are:\n- Right (3, 3): Goal (G)\n- Left (3, 1): Frozen ice (safe)\n- Up (2, 2): Already visited\n\nMoving right to position (3, 3) will take me directly to the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm at the start position (0, 0) marked by 'A'. The goal 'G' is at position (3, 3). \n\nFrom my current position, I can move RIGHT to (0, 1) or DOWN to (1, 0). The RIGHT move leads to a safe path of frozen ice 'F', and from (0, 1) I can continue moving right. If I move DOWN, I will be at (1, 0), which is also safe, but it seems more straightforward to move right now and follow a path that doesn’t immediately navigate near holes.\n\nSince my immediate path to the right is safe, I will move RIGHT to (0, 1).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 1). The goal 'G' remains at position (3, 3).\n\nFrom my current position, I can move RIGHT to (0, 2), DOWN to (1, 1), or LEFT back to (0, 0). Moving RIGHT to (0, 2) keeps me on frozen ice 'F' and continues my progress toward the goal without encountering any holes.\n\nMoving DOWN to (1, 1) is not safe because there is a hole at that position. Moving LEFT would take me back to the start, which does not progress me toward the goal.\n\nTherefore, the safest and most strategic move is to continue moving RIGHT to (0, 2).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm at position (0, 2), and the goal 'G' is at position (3, 3).\n\nFrom here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT back to (0, 1). Moving RIGHT to (0, 3) keeps me on frozen ice 'F', and it gets me closer to the goal. \n\nMoving DOWN to (1, 2) is also on frozen ice but doesn't progress me directly toward the goal as effectively as moving right. Moving LEFT would take me back to (0, 1), which is counterproductive.\n\nThe best move is to continue moving RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3), which is the rightmost column of the first row. The goal 'G' is still at position (3, 3).\n\nFrom here, I can only move DOWN to (1, 3) or LEFT back to (0, 2) because moving RIGHT is not possible as it would take me outside the grid.\n\nMoving DOWN to (1, 3) is risky because there is a hole 'H' at that position. Moving LEFT back to (0, 2) would keep me on frozen ice 'F', but it would mean retracing my steps.\n\nGiven that I must avoid holes, my only safe option is to move LEFT back to (0, 2) to reassess the situation.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now back at position (0, 2). The goal 'G' remains at position (3, 3).\n\nFrom here, I can move RIGHT to (0, 3), DOWN to (1, 2), or LEFT back to (0, 1). Moving RIGHT to (0, 3) would take me to a position I've already assessed as needing to backtrack from because moving down from there leads to a hole.\n\nMoving DOWN to (1, 2) keeps me on frozen ice 'F' and allows me to progress toward the goal without running into holes immediately. This path seems viable as it opens up further safe paths down to (2, 2) eventually.\n\nTherefore, the safest move now is to go DOWN to (1, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (1, 2). The goal 'G' is at position (3, 3).\n\nFrom my current position, I can move LEFT to (1, 1), which has a hole 'H' and is not safe. Moving RIGHT to (1, 3) also has a hole 'H', making it unsafe. Moving UP to (0, 2) would take me back, which doesn't help in progressing toward the goal.\n\nThe safest path is to move DOWN to (2, 2), which is on frozen ice 'F'. This move keeps me on a safe path and gets me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal 'G' is at position (3, 3).\n\nFrom here, I can move DOWN to (3, 2) which is a safe path on frozen ice 'F'. Moving RIGHT to (2, 3) would lead me to a hole 'H', which is unsafe. Moving LEFT to (2, 1) is safe but doesn't progress directly toward the goal. Moving UP to (1, 2) would take me back to where I've already been.\n\nThe best move, progressing safely toward the goal, is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal 'G' is at position (3, 3), which is directly to my right.\n\nFrom my current position, I can move RIGHT to (3, 3) to reach the goal. This is a safe move as there is no hole, and it will allow me to win the game.\n\nThe most strategic and final move is to go RIGHT to reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is also the start position 'S'. The goal 'G' is at position (3, 3). \nThe grid is as follows:\n- Row 0: AFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nI need to move towards the goal at (3, 3), avoiding the holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can move RIGHT to (0, 1) or DOWN to (1, 0). Both positions are 'F' (safe to walk on), but moving RIGHT seems safer as it allows me to keep more distance from the hole at (1, 1).\n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is still at (3, 3), and I need to continue moving towards it.\n\nThe grid is:\n- Row 0: SAFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 1), I can move:\n- LEFT to (0, 0), which is the start position 'S'.\n- RIGHT to (0, 2), which is 'F' (safe).\n- DOWN to (1, 1), which is a hole 'H'.\n- UP is not possible as I'm already at the top row.\n\nMoving RIGHT to (0, 2) is safe and continues to bring me closer to the goal while avoiding the hole at (1, 1).\n\nThe safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal is at (3, 3).\n\nThe grid is:\n- Row 0: SFAF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (0, 2), I can move:\n- LEFT to (0, 1), which is 'F' (safe).\n- RIGHT to (0, 3), which is also 'F' (safe).\n- DOWN to (1, 2), which is 'F' (safe).\n- UP is not possible as I'm already at the top row.\n\nMoving DOWN to (1, 2) is safe and will allow me to continue moving towards the goal while avoiding the holes at (1, 3) and (2, 3).\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (1, 2). The goal is at (3, 3).\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHAH\n- Row 2: FFFH\n- Row 3: HFFG\n\nFrom my current position (1, 2), I can move:\n- LEFT to (1, 1), which is a hole 'H'.\n- RIGHT to (1, 3), which is a hole 'H'.\n- DOWN to (2, 2), which is 'F' (safe).\n- UP to (0, 2), which is 'F' (safe).\n\nMoving DOWN to (2, 2) is the safest option as it avoids all holes and continues to bring me closer to the goal at (3, 3).\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (2, 2). The goal is at (3, 3).\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFAH\n- Row 3: HFFG\n\nFrom my current position (2, 2), I can move:\n- LEFT to (2, 1), which is 'F' (safe).\n- RIGHT to (2, 3), which is a hole 'H'.\n- DOWN to (3, 2), which is 'F' (safe).\n- UP to (1, 2), which is 'F' (safe).\n\nMoving DOWN to (3, 2) is the safest and most direct option toward reaching the goal at (3, 3).\n\nThe safest next move is to go DOWN.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (3, 2). The goal is at (3, 3), which is just one step to the right.\n\nThe grid is:\n- Row 0: SFFF\n- Row 1: FHFH\n- Row 2: FFFH\n- Row 3: HFAG\n\nFrom my current position (3, 2), I can move:\n- LEFT to (3, 1), which is 'F' (safe).\n- RIGHT to (3, 3), which is 'G' (the goal).\n- UP to (2, 2), which is 'F' (safe).\n- DOWN is not possible as I'm already at the bottom row.\n\nMoving RIGHT to (3, 3) will allow me to reach the goal.\n\nThe best move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 6\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 6 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.44
|
frozen_lake
| 6
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0). The goal is at (3, 3). \n\nTo reach the goal, I need to navigate right and down while avoiding the holes. The nearby holes are at positions (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position, I can either move RIGHT to (0, 1) or DOWN to (1, 0). Since moving RIGHT keeps me further away from the hole at (1, 1), it seems like the safest option for now.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3). \n\nTo continue towards the goal, I should keep moving right or down. The holes are at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nFrom my current position, I can move RIGHT to (0, 2) or DOWN to (1, 1). Moving DOWN would put me directly into a hole, so that's not an option. Moving RIGHT to (0, 2) is safe and keeps me on track towards the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 2). The goal is still at (3, 3).\n\nThe path forward involves moving further right or starting to move down. The immediate holes to avoid are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I have the option to move RIGHT to (0, 3) or DOWN to (1, 2). Moving RIGHT to (0, 3) is safe and keeps me on the top row where there are no holes, which seems like the best choice.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (0, 3), which is the far right of the top row. The goal is at (3, 3).\n\nFrom here, I need to begin moving downwards to progress towards the goal. The holes I need to avoid are at (1, 3), (2, 3), and (3, 0). \n\nMy only option now is to move DOWN to (1, 3), but that position is a hole. Instead, I should backtrack LEFT to (0, 2) and then plan a safer route. \n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal remains at (3, 3).\n\nTo reach the goal, I need to navigate downwards without falling into any holes. The holes are at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position, I can move DOWN to (1, 2) safely since it's a frozen path. This will allow me to continue moving towards the goal without encountering a hole immediately.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is still at (3, 3).\n\nMy current options are to move LEFT to (1, 1), DOWN to (2, 2), or RIGHT to (1, 3). Moving RIGHT to (1, 3) would land me in a hole. Moving LEFT to (1, 1) also has a hole.\n\nThe safest move is to go DOWN to (2, 2), which is a frozen path and keeps me progressing towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3).\n\nFrom my position, I have the option to move LEFT to (2, 1), DOWN to (3, 2), or RIGHT to (2, 3). Moving RIGHT to (2, 3) would land me in a hole, so that's not an option.\n\nMoving LEFT to (2, 1) is a safe frozen path. Moving DOWN to (3, 2) is also safe and brings me closer to the goal. The safest and most effective move is to go DOWN to (3, 2).\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is directly to my right at (3, 3).\n\nSince the position to the right is the goal, the best move is to go RIGHT to reach the goal and win the game.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nI'm currently at position (0, 0), which is the start position. The goal is located at (3, 3). \n\nLooking at the grid:\nRow 0: AFFF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nI need to navigate carefully to avoid the holes. There are holes at (1, 1), (1, 3), (2, 3), and (3, 0).\n\nFrom my current position (0, 0), I can safely move right to (0, 1) or down to (1, 0). Both options will take me onto Frozen ice. \n\nSince there is a hole directly below (1, 0), moving right to (0, 1) is safer as it keeps me away from the immediate danger of the hole at (1, 1).\n\nThe safest move is to go right.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 1). The goal is still at (3, 3).\n\nCurrent grid:\nRow 0: SAFF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nFrom (0, 1), I can move right to (0, 2), down to (1, 1), or left back to (0, 0). Moving left would undo my progress. Moving down to (1, 1) would lead to a hole, which I must avoid.\n\nThe safest move is to go right to (0, 2), which is Frozen ice and keeps me on a safe path.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (0, 2). The goal remains at (3, 3).\n\nCurrent grid:\nRow 0: SFAF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nFrom (0, 2), I can move right to (0, 3), down to (1, 2), or left back to (0, 1). Going left would backtrack. Moving right to (0, 3) is safe, as it's Frozen ice. Moving down to (1, 2) is also safe, but I want to avoid the holes at (1, 3) and (2, 3).\n\nThe safest and most direct move towards the goal is to go right to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (0, 3), the far right of the top row. The goal is still at (3, 3).\n\nCurrent grid:\nRow 0: SFFA\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nFrom (0, 3), I have the option to move down to (1, 3) or left to (0, 2). Moving left would be backtracking. Moving down to (1, 3) would place me in a hole, which I must avoid.\n\nThe safest move is to go left to (0, 2) and then find a path downwards that avoids holes.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal remains at (3, 3).\n\nCurrent grid:\nRow 0: SFAF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFFG\n\nFrom (0, 2), I can move right to (0, 3), down to (1, 2), or left to (0, 1). Moving left would be backtracking further. Moving right would take me back to (0, 3), where I was before. \n\nThe most promising option now is to move down to (1, 2), which is Frozen ice and avoids holes. This will help me progress toward the goal in the lower rows.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (1, 2). The goal is at (3, 3).\n\nCurrent grid:\nRow 0: SFFF\nRow 1: FHAH\nRow 2: FFFH\nRow 3: HFFG\n\nFrom (1, 2), I can move left to (1, 1), down to (2, 2), or right to (1, 3). Moving right to (1, 3) would result in a hole, which I must avoid. Moving left to (1, 1) also has a hole.\n\nThe safest move is to go down to (2, 2), which is Frozen ice and brings me closer to the goal while avoiding the holes.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (2, 2). The goal is still at (3, 3).\n\nCurrent grid:\nRow 0: SFFF\nRow 1: FHFH\nRow 2: FFAH\nRow 3: HFFG\n\nFrom (2, 2), I can move left to (2, 1), down to (3, 2), or right to (2, 3). Moving right to (2, 3) would result in a hole. \n\nThe safest move is to go down to (3, 2), which is Frozen ice and brings me one step closer to the goal. This move avoids the holes and keeps me on the path to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (3, 2). The goal is at (3, 3), just one step to the right.\n\nCurrent grid:\nRow 0: SFFF\nRow 1: FHFH\nRow 2: FFFH\nRow 3: HFAG\n\nFrom (3, 2), I can move right to (3, 3), which is the goal, or left to (3, 1). Moving left would not be optimal since the goal is directly to my right.\n\nThe best move is to go right to reach the goal at (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at position (0, 0), and the goal is at (3, 3). I need to navigate through the grid while avoiding holes at (1, 1), (1, 3), (2, 3), and (3, 0). \n\nTo start, I am on the top left corner, and I should aim to move towards the goal by either going right or down. Since the row below me contains a hole at (1, 1), it would be safer to move right. The cell to my right (0, 1) is safe (F). \n\nTherefore, the safest next move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (0, 1). The goal is still at (3, 3). From my current position, I have the following options:\n\n- Move LEFT back to (0, 0), but that would be a step back.\n- Move RIGHT to (0, 2), which is a safe frozen cell.\n- Move DOWN to (1, 1), but there is a hole there, so that's not an option.\n- Move UP is not possible since I'm already in the top row.\n\nThe safest and most logical move is to continue moving RIGHT to (0, 2), which is frozen and safe.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (0, 2). The goal is at (3, 3). From here, I have the following options:\n\n- Move LEFT back to (0, 1), but that would be retracing my steps.\n- Move RIGHT to (0, 3), which is a safe frozen cell.\n- Move DOWN to (1, 2), which is also a safe frozen cell.\n- Move UP is not possible since I'm already in the top row.\n\nMoving RIGHT to (0, 3) keeps me on the top row and positions me closer to the goal without encountering any holes in the next immediate step. The next row down has a hole at (1, 3), so I'll avoid going down for now.\n\nThe safest next move is to go RIGHT to (0, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (0, 3). The goal remains at (3, 3). From here, I have the following options:\n\n- Move LEFT back to (0, 2), but that would be retracing my steps.\n- Move RIGHT is not possible since I'm already at the edge of the grid.\n- Move DOWN to (1, 3), which has a hole and is unsafe.\n- Move UP is not possible since I'm already in the top row.\n\nGiven the current position, the only safe move to continue progressing towards the goal is to move LEFT to (0, 2). This will allow me to then consider moving down safely in the next steps.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is at (3, 3). From here, I need to find a path that continues progressing toward the goal without encountering holes.\n\n- Move LEFT to (0, 1), but that would be retracing further back.\n- Move RIGHT to (0, 3), but I just came from there.\n- Move DOWN to (1, 2), which is a frozen and safe cell.\n- Move UP is not possible since I'm in the top row.\n\nThe safest and most logical move now is to go DOWN to (1, 2), which is a frozen cell and keeps me moving towards the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nNow I'm at position (1, 2). The goal is at (3, 3). From here, I have the following options:\n\n- Move LEFT to (1, 1), but there's a hole there, so it's not safe.\n- Move RIGHT to (1, 3), which also has a hole, so it's unsafe.\n- Move DOWN to (2, 2), which is a safe frozen cell.\n- Move UP to (0, 2), but that would be retracing my steps.\n\nThe safest move is to go DOWN to (2, 2), which is a frozen cell and will bring me closer to the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm currently at position (2, 2). The goal is at (3, 3). From this position, I have the following options:\n\n- Move LEFT to (2, 1), which is a safe frozen cell.\n- Move RIGHT to (2, 3), which has a hole and is unsafe.\n- Move DOWN to (3, 2), which is a safe frozen cell.\n- Move UP to (1, 2), but that would be retracing my steps.\n\nMoving DOWN to (3, 2) will bring me very close to the goal, and it's a safe frozen cell. This seems to be the best move towards reaching the goal.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm now at position (3, 2). The goal is just one step away at (3, 3). From here, I have the following options:\n\n- Move LEFT to (3, 1), which is a safe frozen cell but moves me away from the goal.\n- Move RIGHT to (3, 3), which is the goal and a safe move.\n- Move UP to (2, 2), but that would be retracing my steps.\n- Move DOWN is not possible since I'm at the bottom row.\n\nThe best move here is to go RIGHT to (3, 3) and reach the goal.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
[
{
"content": "You are a competitive game player. Make sure you read the game instructions carefully, and always follow the required format.\n\nIn each turn, think step-by-step inside <think>...</think> tags, then give your action inside <action>...</action> tags.",
"role": "system"
},
{
"content": "You are playing Frozen Lake, a grid navigation game.\n\nGOAL: Navigate from Start (S) to Goal (G) without falling into Holes (H).\n\nGRID SYMBOLS:\n- A: Your current position (the Agent)\n- S: Start position \n- G: Goal (reach this to win!)\n- H: Hole (falling in = game over)\n- F: Frozen ice (safe to walk on)\n\nACTIONS: You can move in 4 directions:\n- LEFT: Move one cell left\n- DOWN: Move one cell down\n- RIGHT: Move one cell right\n- UP: Move one cell up\n\nThe grid uses (row, column) coordinates where (0,0) is the top-left corner.\nRow increases downward, column increases rightward.\n\nFor each turn, analyze the grid and think step-by-step about the safest path, then give your action.\n\nExample response format:\n<think>\nLooking at the grid, I'm at position (0, 0). The goal is at (3, 3).\nI need to move right and down while avoiding holes at (1,1), (1,3), (2,3), (3,0).\nThe safest next move is to go right to avoid the hole below.\n</think>\n<action>RIGHT</action>\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nAFFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 0\nSteps taken: 0\n===================\n\nChoose your action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
}
] |
[
{
"content": "<think>\nLooking at the grid, I'm currently at the start position (0, 0) marked as 'A'. The goal 'G' is located at (3, 3). My objective is to navigate towards the goal while avoiding the holes 'H' at positions (1, 1), (1, 3), (2, 3), and (3, 0).\n\nSince I'm at the top-left corner, I cannot move LEFT or UP. Moving DOWN would immediately put me at risk of falling into a hole at (1, 1) on the next move. Therefore, the best and safest initial move is to go RIGHT, which will place me at (0, 1) on a frozen tile 'F'.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSAFF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 1\nSteps taken: 1\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 1). The goal is still at (3, 3). From my current position, I can move in three possible directions: LEFT, DOWN, or RIGHT.\n\n- Moving LEFT would take me back to the start, which doesn't progress me towards the goal.\n- Moving DOWN would take me to position (1, 1), which is a hole, and that would end the game.\n- Moving RIGHT would move me to position (0, 2), which is a safe frozen tile.\n\nTo safely continue towards the goal while avoiding holes, the best move is to go RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 2\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 2). The goal remains at (3, 3). From this position, I have several options: LEFT, DOWN, or RIGHT.\n\n- Moving LEFT would return me to position (0, 1), which is not desirable as it moves me back.\n- Moving DOWN would take me to position (1, 2), which is a safe frozen tile.\n- Moving RIGHT would take me to position (0, 3), which is also a safe frozen tile.\n\nBoth moving DOWN and RIGHT are valid options that keep me on frozen tiles. However, moving RIGHT keeps me on the top row and closer to the goal without descending into a potentially more hazardous row. Therefore, I will move RIGHT.\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFA\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 3\nSteps taken: 3\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (0, 3). The goal is at (3, 3). From this position, I can move LEFT or DOWN.\n\n- Moving LEFT would take me back to position (0, 2), which doesn't bring me closer to the goal.\n- Moving DOWN would bring me to position (1, 3), which is a hole and would end the game.\n\nSince moving DOWN would result in falling into a hole, I must backtrack slightly by moving LEFT to position (0, 2) and find an alternate route.\n</think>\n<action>LEFT</action>",
"role": "assistant"
},
{
"content": "Action: LEFT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFAF\nFHFH\nFFFH\nHFFG\n\nPosition: Row 0, Column 2\nSteps taken: 4\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI'm back at position (0, 2). The goal is still at (3, 3). From here, I can move LEFT, DOWN, or RIGHT.\n\n- Moving LEFT would take me back to (0, 1), which is not helpful.\n- Moving DOWN would take me to position (1, 2), which is a safe frozen tile.\n- Moving RIGHT would take me back to (0, 3), which leads me to a dead-end with a hole below.\n\nThe best move is to go DOWN to (1, 2), advancing towards the goal while staying on a safe frozen tile.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHAH\nFFFH\nHFFG\n\nPosition: Row 1, Column 2\nSteps taken: 5\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am currently at position (1, 2). The goal is at (3, 3). From this position, I can move LEFT, DOWN, RIGHT, or UP.\n\n- Moving LEFT would take me to (1, 1), which is a hole.\n- Moving DOWN would take me to (2, 2), which is a safe frozen tile.\n- Moving RIGHT would take me to (1, 3), which is a hole.\n- Moving UP would take me back to (0, 2), which is a step backward.\n\nTo safely advance towards the goal, the best option is to move DOWN to (2, 2), staying on a frozen tile.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFAH\nHFFG\n\nPosition: Row 2, Column 2\nSteps taken: 6\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am at position (2, 2). The goal is at (3, 3). From here, I can move LEFT, DOWN, RIGHT, or UP.\n\n- Moving LEFT would take me to (2, 1), which is a safe frozen tile.\n- Moving DOWN would take me to (3, 2), which is a safe frozen tile and closer to the goal.\n- Moving RIGHT would take me to (2, 3), which is a hole.\n- Moving UP would take me back to (1, 2), which is a step backward.\n\nThe best move is to go DOWN to (3, 2), as it brings me closer to the goal while staying on a safe frozen tile.\n</think>\n<action>DOWN</action>",
"role": "assistant"
},
{
"content": "Action: DOWN\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFAG\n\nPosition: Row 3, Column 2\nSteps taken: 7\n===================\n\nChoose your next action: LEFT, DOWN, RIGHT, or UP",
"role": "user"
},
{
"content": "<think>\nI am now at position (3, 2). The goal is at (3, 3), which is directly to the RIGHT of my current position.\n\n- Moving LEFT would take me to (3, 1), a safe frozen tile, but it doesn't bring me closer to the goal.\n- Moving DOWN is not possible as I am already at the bottom row.\n- Moving RIGHT would take me to (3, 3), which is the goal.\n- Moving UP would take me back to (2, 2), which is a step backward.\n\nThe best move is to go RIGHT to reach the goal at (3, 3).\n</think>\n<action>RIGHT</action>",
"role": "assistant"
},
{
"content": "Action: RIGHT\n\n=== Frozen Lake ===\nGrid (A=Agent, S=Start, G=Goal, H=Hole, F=Frozen):\nSFFF\nFHFH\nFFFH\nHFFA\n\nPosition: Row 3, Column 3\nSteps taken: 8\n===================\n*** YOU REACHED THE GOAL! ***\n\nCongratulations! You reached the goal in 8 steps!\n[GAME] Player won the game.",
"role": "user"
}
] |
GOAL
| 1.42
|
frozen_lake
| 8
| true
| false
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.