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
|
End of preview. Expand
in Data Studio
No dataset card yet
- Downloads last month
- 6