data_source
stringclasses 1
value | prompt
stringclasses 1
value | ability
stringclasses 1
value | reward_model
dict | extra_info
dict | id
stringlengths 7
10
| images
listlengths 1
1
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stringlengths 42
45
|
|---|---|---|---|---|---|---|---|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_0
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_0.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_1
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_1.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_2
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_2.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_4
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_4.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_5
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_5.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_6
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_6.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_7
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_7.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_8
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_8.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_9
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_9.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_10
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_10.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_11
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_11.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_12
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_12.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_13
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_13.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_14
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_14.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_15
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_15.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_16
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_16.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_17
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_17.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
2,
0,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_18
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_18.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_19
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAH+ElEQVR4nO3dMW9b1xmAYbnwQqBzMnTJksXwZCNFJ8FT4C02kF/TH5Df4qFA7DWToalIkC1bFy8ZmjkA1w4uAkWWaYm8vC/P4fPAg3Qt8n6LXpxDXV4+eP3iyQVA4S/1AMD5EiAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQe1gMc6pvvf65HgMybl0/rEQ4yfIAuLi42m009wv622635Q6PP/+r5o3qEg9iCARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAg87AeYAHb7bYe4SDmbw09/5uXT+sRDjJDgDabTT3C/rbbrflDo8//6vmjeoSD2IIBGQECMjNswY7h8u3lxcXF1bOrHUcW969//vV4T76sb7/7vR6BGVgBARkroF3er3qAIxGgezjq/uu6r/7+t3VOdF8//fhrPQJTsQW7xccWPhZEsCwBuml3ZdZv0H9++e/KZzydszM9AfqT93354R8/vP/3x/HrR9Zs0Pvf/6oC7dk5BwJ0043u3HpkHdd/89evQHt2zoQAna4vH39+/ds1K3DjXDcmgaUI0ElLGqQ+rEaAbvr631/f+PrDI2tauUHqw5pcB/QnV8+uLt9efliZ60dWuxroD18+/vzGKzJH6oL6sLLzDdDef8z62AOPGqYVGrROfX754otjPO11j9+9O/YpWIot2DCOuhez9iEhQCM5UoPUh8r5bsEGtfherKrP4hulFTZ3LM4KaDwLroOsfWgJ0JAWaZD6kBOgUR3YoFHq8/azz+oROCIBGtjeDRqrPho0MQEa2x4NGqs+H37NTARoePdq0Ij1+dgRJiBAM7hjg8atz+7jjEuAJvHJBo1en7v8L8MRoHnsaNAc9bn7zzAKAZrKrQ2aqT73/UlOnADNZvdebIL67PfznCYBmtDHKjNNfQ55FCdFgOb0YWsmq8/hj+UUCNCcPvlXsNPx7LffksdyCgRoQne8Duh07NcR9ZmAAM1m96vO0zRIfeYgQFO5tT7zNUh9piFA89ix9pmpQeozEwGaxCev95mjQeozGQGawR2vNhy9QeozHwEa3r2udR63QeozJQEa2x7vtBixQeozKwEa2N7v8xqrQeozMQEa1YHvMh2rQcxKgIa0yHvcR2kQExOg8Sx4hw0NouWjmf/v6tnVfR9y+fbyGJPstvj9fRb/rOc78knKXFgBjeVIdxezDqIiQMM46r0NNYiELdgYVriz6jp7scfv3i3+nIzLCmgAq93X2TqIlQnQqVv5rvIaxJoE6KQln2mhQaxGgE5X+Ik6GsQ6BOh07bij2PRn50wI0Em79Z6qZ3J2zoEAnbr29199OCoBAjIuRDxFP/34az0CrOF8A7THu08XfwY4c7ZgQOZ8V0An6Nvvfq9HgFVZAQEZAQIyD16/eFLPcJBvvv+5HuEgb14+rUeAzAyvAW02m3qE/b16/qgeATK2YEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyDysB1jAdrutR9jfm5dP6xEgM0OANptNPcL+Xj1/VI8AGVswICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkHrx+8aSeAThTVkBARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJD5H8J62WYz8fdKAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_19.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_20
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_20.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_21
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_21.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_22
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_22.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_23
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_23.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_24
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_24.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_25
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_25.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_26
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_26.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_27
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_27.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_28
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_28.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_29
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_29.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_30
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_30.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_31
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_31.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_32
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAILElEQVR4nO3dL49bVx6A4WQVYmlxF5SULImCEnW1yAqqwppI/TT7AfpZAlZqQotGg1atyspKQgq2uJLpgpGi2cyfzNie+557/DzItuS5P+JX59zxvX787vXzRwCFv9QDAKdLgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkHlSD3Cob3/4pR4BMu/fvKhHOMjqA/To0aPNZlOPsL/dbmf+0Nrnf/vqaT3CQWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQmeF2HCfl16++euhDPPvw4aEPAResgICMAAEZW7C1OvpGaYHNHXzCCgjICBCQEaDJnX3xRT0C3EiAZnZRHw1iWAI0rcvd0SDGJEBzulocDWJAAjShm1qjQYxGgGZze2U0iKEI0FTu0hcNYhwCNI+7l0WDGIQATeK+TdEgRiBAM9ivJhpEToBW75COaBAtAVq9l3/8kbwXDidAM9ivI+pDToAmcd+aqA8jEKB53L0p6sMgBGgqdymL+jAOAZrN7X1RH4YiQBO6qTLqw2gEaE5XW6M+DEiApnW5OOrDmARoZhfdUR+GJUCTUx9GJkBARoCAjJ9mXiu/pMwErICAjAABGVuwlXn24UM9AhyNFRCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjIz3I5jt9vVIxzE/K1Vz//+zYt6hIPMEKDNZlOPsL/dbmf+0Nrnf/vqaT3CQWzBgIwAAZkZtmDT+Pe//lqPcFffff9nPQIzsAICMgIEZGzBRvT1P76sR7jezz/9Xo/AVKyAgIwAje63X/97skdnegI0tIvPf1WB9uicAgEa1+VP/vIVaI/OiRCgcf392d8uP12yAp8c65NJ4FgEaGhJg9SHxQjQ6BZukPqwJAFagcUapD4sTIDWYYEGqQ/LE6DVeNAGqQ8JAVqTB2qQ+lARoJU5eoPUh5AArc8RG6Q+tARolY7SIPUhJ0BrdWCD1IcRCNCK7d0g9WEQArRuezRIfRiHAK3evRqkPgxFgGZwxwapD6MRoEl8tkHqw4AEaB63NEh9GJMATeXaBqkPwxKg2dy+F1MfhiJAE7qpMurDaARoTldboz4MSIDm9Nn/gsEIBGhCd/weEOQEaDa3n3XWIIYiQFO5tj4axLAEaB63rH00iDEJ0CQ++30fDWJAAjSDO37bUIMYjQCt3r2+66xBDEWA1m2PKy00iHEI0IrtfZ2XBjEIAVqrA68y1SBGIECrdJRr3DWInACtzxHvsKFBtARoZY5+fx8NIiRAa/JAdxfTICoCtBoPem9DDSIhQOuwwJ1VNYjlCdAKLHZfZw1iYQI0uoXvKq9BLEmAhpb8poUGsRgBGlf4izoaxDIEaFy33FFs+qNzIgRoaNfeU/VEjs4pEKDRtZ9/9eFBCRCQeVIPwDV+/un3egRYghUQkBEgIGMLNpDvvv+zHgEWZQUEZAQIyDx+9/p5PcNBvv3hl3qEk/b+zYt6BFZshnNAm82mHmF/u91u1fO/ffW0HoEVswUDMgIEZARoTtuz7fZse/srkBMgIDPDSWhuYsnD4KyATsj5y/N6BPg/AjShmxY+FkSMRoBmc3tlNIihOAc0lYu+/PjPHy+efvOfby4eXH5le7a1F2MQVkCz+diaj4+vvgKDECAgI0BARoBm8/G8z8fHV1+BQTgJPZXzl+fbs+3Vylx+xRloxiFAa7X3P9RveqMwsTxbMCAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyT+oBOI7zl+f3fcv2bPsQk8DdWQEBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMi4GHWt9rj69Oh/AQ5kBQRkBAjICBCQESAgM8NJ6N1uV49wkFXP//7Ni3oEVmyGAG02m3qE/e12u1XP//bV03oEVswWDMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmcfvXj+vZwBOlBUQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRk/gfndM/9ffYlKwAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_32.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_33
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_33.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_34
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_34.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_35
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_35.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_36
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIO0lEQVR4nO3dMW8b5x3A4XPhhUDndOiSpYvhyUaLToKnwFtsIJ+mHyCfxUOB2GsmQVORIFu2Ll4yNHMArh1kyLJEURTvqB959zwTSYC6/8If3vfEOz55/+bFAFD4Uz0AsFwCBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAzNN6gLG+/eGXegTIfHj7sh5hlJMP0DAMq9WqHmF/6/Xa/KFTn//d62f1CKPYggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIDOH23E8yK9ff33oQzz/+PHQh4B5sAICMgIEZBa3Bbsy+UbpETZ3MDNWQEBGgICMAN3j/Kuv6hFgtgRom8v6aBAciADd6Xp3NAgOQYA2u10cDYLJCdAGd7VGg2BaAnTT9spoEExIgL6wS180CKYiQJ/tXhYNgkkI0CcPbYoGwXgCNAz71kSDYCQBGtURDYIxBGh49fvvyXsBARqGfTuiPjCSAH3y0JqoD4wnQJ/t3hT1gUkI0Bd2KYv6wFQE6KbtfVEfmJAAbXBXZdQHpiVAm91ujfrA5AToTteLoz5wCAK0zWV31AcORIDuoT5wOAIEZAQIyCz3p5n9kjLkrICAjAABmcVtwZ5//FiPAHxiBQRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgMwcbsexXq/rEUYxf+uk5//w9mU9wihzCNBqtapH2N96vTZ/6NTnf/f6WT3CKLZgQEaAgMwctmBX/v2vP9cj7Oq77/+oR4CeFRCQESAgM6st2JW//+Ov9Qib/fzTb/UIcESsgIDM/AP031//t9ijw5GbeYAuP/9VBdqjw/Gbc4Cuf/IfvwLt0eEkzDlAf3v+l+tPH7MCN451YxLg0pwDNEQNUh/Y0cwDNDx6g9QHdjf/AA2P2CD1gQdZRICGR2mQ+sBDLSVAw4EbpD6whwUFaDhYg9QH9rOsAA0HaJD6wN4WF6Bh0gapD4yxxAANEzVIfWCkhQZoGN0g9YHxlhugYUSD1AcmsegADXs1SH1gKksP0PDABqkPTEiAhmHnBqkPTEuAPrm3QeoDkxOgz7Y0SH3gEAToCxsbpD5wIAJ00/a9mPrAhARog7sqoz4wLQHa7HZr1AcmJ0Cb3ftfMGA8Adpgx+8BASMJ0E3bzzprEExIgL6wsT4aBAciQJ9tWftoEByCAH1y7/d9NAgmJ0DDsPO3DTUIpiVAD/uuswbBhJYeoD2utNAgmMqiA7T3dV4aBJNYboBGXmWqQTDeQgM0yTXuGgQjLTFAE95hQ4NgjMUFaPL7+2gQ7G1ZATrQ3cU0CPazoAAd9N6GGgR7WEqAHuHOqhoED7WIAD3afZ01CB5k/gF65LvKaxDsbuYBSn7TQoNgR3MOUPiLOhoEu5hzgLbcUWz2R4eTMOcADXfcU3UhR4fjN/MADfXnX31gi/kHCDhaT+sBDuLnn36rRwDuZwUEZAQIyMxqC/bd93/UIwAPYAUEZAQIyDx5/+ZFPcMo3/7wSz3Con14+7IegRM2h3NAq9WqHmF/6/X6pOd/9/pZPQInzBYMyAgQkBGgeTo7Pzs7P9v+CuQECMjM4SQ0d7Hk4chZAS3IxauLegT4ggDN0F0LHwsijo0Azc32ymgQR8U5oFm57MuP//zx8uk3//nm8sH1V87Oz+zFOBJWQHNz1Zqrx7dfgSMhQEBGgICMAM3N1Xmfq8e3X4Ej4ST0rFy8ujg7P7tdmeuvOAPN8RCgU7X3P9TveqMw8fhswYCMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjIPK0HYBoXry4e+paz87NDTAK7swICMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJBxMeqp2uPq08n/AoxkBQRkBAjICBCQESAgM4eT0Ov1uh5hfx/evnz3+lk9BTTmEKDValWPsD/1YclswYCMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkHny/s2LegZgoayAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAg83+lOcsyGXsfyAAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_36.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_37
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_37.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_38
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_38.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_39
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_39.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_40
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_40.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_41
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_41.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_42
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_42.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_43
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_43.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_44
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_44.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_45
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_45.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
1,
0,
0,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_46
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIIklEQVR4nO3dMW9b1xmAYaXwQqBzMmTJksXwFCFFJsFT4K0RkF/TH5Df4qFAozWToKlI0C1bFy8ZmjkA1w4GDEWWZYm85HvP4fNMFCWKHwTyxTlX5OUnP3731RlA4S/1AMDpEiAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGSe1QPs6+//+k89AmSuLs/rEfYyfIDOzs42m009wu622635Q6PP//rV83qEvdiCARkBAjIzbMGm8c9//LUe4bG+/+GPegRmYAUEZAQIyNiCrdHXf/u8HuF+v/z8Wz0CU7ECAjICtHb//fV/J3vvTE+AVu3t87+qQHvvnAIBWq/bz/zjV6C9d06EAK3Xly8+u/3lMStw577uTAJLEaBVSxqkPhyNAK3dkRukPhyTAA3gaA1SH47MCxHH8OWLz+4cFV68Dsepz69ffHGIX3vbizdvDn0XLMUKaBgHXQdZ+5AQoJEcqEHqQ8UWbDCL78Wq+iy+UTrC5o7FWQGNZ8F1kLUPLQEa0iINUh9yAjSqPRs0Sn2uP/20HoEDEqCB7dygseqjQRMToLHt0KCx6vP+ZWYiQMN7UoNGrM+HrmECAjSDRzZo3Po8fD3jEqBJfLRBo9fnMd9lOAI0jwcaNEd9Hv8zjEKApnJvg2aqz1N/kpUToNk8vBeboD67/TzrJEAT+lBlpqnPPrdiVQRoTu+3ZrL67H9b1kCA5vTR/4Ktx8vff09uyxoI0IQe+Tqg9ditI+ozAQGazcNHnadpkPrMQYCmcm995muQ+kxDgObxwNpnpgapz0wEaBIffb3PHA1Sn8kI0Awe+WrD0RukPvMRoOE96bXO4zZIfaYkQGPb4Z0WIzZIfWYlQAPb+X1eYzVIfSYmQKPa812mYzWIWQnQkBZ5j/soDWJiAjSeBc+woUG0fDTzYBY/v8/in/X8SD5JmTMroLEc6Oxi1kFUBGgYBz23oQaRsAUbwxHOrHqcvdiLN28W/52MywpoAEc7r7N1EEcmQGt35LPKaxDHJECrlnymhQZxNAK0XuEn6mgQxyFA6/XAGcWmv3dOhACt2r3nVD2Re+cUCNDatc9/9eGgBAjIeCHiGv3y82/1CHAMVkBARoCAjC3Yinz/wx/1CHBUVkBARoCAzAxbsO12W4+wu6vL89evntdT7GXov//Z4PNfXZ7XI+xlhgBtNpt6hN2NXp+zwf/+2+126PlHf/zYggEZAQIyAnS/i+uLi+uLh68B9iRAQGaGg9CHY8kDB2UF9AQ3L2/qEWAqAnSPDy18LIhgWQJ018OV0SBYkGNAf/K2Lz9989PbL7/997dvL9y+5uL6wl4MFmEFdNe71ry7/P41wCIECMgIEJARoLveHfd5d/n9a4BFOAj9Jzcvby6uL96vzO1rHIGGpZxugHb+h/qHbihM8FS2YEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkntUDrMXNy5un3uTi+uIQk8DpsAICMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJA53Tej7vDu08V/A5w4KyAgI0BARoCAjAABmRkOQm+323qE3V1dntcj7OXq8vz1q+f1FHvx+AnNEKDNZlOPsLvRn70T8PgJ2YIBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICDzrB5gAdvtth6BgQ39+Lm6PK9H2MsMAdpsNvUIu9tut+YPjT7/61fP6xH2YgsGZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMJz9+91U9A3CirICAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICDzf9vg4SXiUVPMAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_46.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
1,
0,
0,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_47
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_47.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_48
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_48.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_49
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_49.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_50
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_50.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_51
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_51.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_52
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_52.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_53
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_53.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_54
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_54.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_55
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIGUlEQVR4nO3dL48bdx7A4cmpZKXDDThSEhIFperp0CqoCmsi9dXcC+hrCTipCS2KFp1alZUdCSm44kqmB3xaWV7b8Z/xfLye51FAdiTvfIk/+v28M+Mn79+8HAAKf6kHAOZLgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkPmiHuBU3/34az0CZD68/boe4SSPPkDDMNzc3NQjHG+xWJg/9Njnf/f6eT3CSWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQuYbHccBkfvvqq3Of4sWnT+c+xeWwAgIyAgRkbMHgGKNvlCbY3F0gKyAgI0BARoDgjD5++WU9wkUTIDiXZX00aAcBgrNY7Y4GbSNAML6HxdGgjQQIRratNRr0kADBmHZXRoPWCBCMZp++aNAqAYJx7F8WDbonQDCCQ5uiQUsCBKc6riYaNAgQnOiUjmiQAMFJXv3xR/La6yBAcKrjOqI+gwDBKA6tifosCRCMY/+mqM89AYLR7FMW9VklQDCm3X1RnzUCBCPbVhn1eUiAYHwPW6M+GwkQnMVqcdRnGwGCc1l2R312ECA4I/XZTYCAjAABGV/NDMeY5zcpj84KCMgIEJCxBYMDvPj0qR7hqlgBARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgcw2P41gsFvUIJzF/61HP/+Ht1/UIJ7mGAN3c3NQjHG+xWJg/9Njnf/f6eT3CSWzBgIwAAZlr2IJxfW4/3g7DcPfqbseR0f3rn3893y8f1/c//FmPMA4rICBjBcTlWq56uGICxKNx1v3Xqm/+/rdpTnSoX37+vR5hZLZgXJxtCx8LousjQFyW3ZWZvkH/+e2/E5/xcs4+AQHigiz78tM/flr+uz++emTKBi3f/1UF2rNPQ4C4LGvd2XhkGqvv/Okr0J59MgIEmz178XT1xykrsHautUmuiQDBVkmD5lOfQYC4NN/++9u1/z88MqWJGzSr+gyuA+Ki3L26u/14+7Ayq0cmuxro3rMXT9c+kTlTF+ZWn0GAqBz9x6xtLzxrmCZo0AzrM9iCwZ7OuhebZ30GAYL9nalBs63PIEBwkNEbNOf6DAIEhxqxQTOvzyBAcIRRGqQ+gwDBcU5skPosCRAc6egGqc89AYLjHdEg9VklQHCSgxqkPmsECE61Z4PU5yEBghF8tkHqs5EAwTh2NEh9thEgGM3GBqnPDgIEY9q9F1OfNQIEI9tWGfV5SIBgfA9boz4bCRCM77N/BWNJgGBke14HxCBAMK7dnzpr0BoBgtFsrI8G7SBAMI4dax8N2kaAYASfvd5HgzYSIDjVnlcbatBDAgQnOehaZw1aI0BwvCPutNCgVQIERzr6Pi8NuidAcIwT7zLVoCUBgoONco+7Bg0CBIca8QkbGvRFPQAMwzDcvbo79CW3H2/PMcluoz/f59mLp2vPTpzVffNWQLCvMz1dbM7rIAGCvZz12YazbZAAwedN8GTVeTZIgOAzJnuu8wwbJECwy8RPlZ9bgwQItkq+02JWDRIg2Cz8Rp35NEiAYLMdTxS7+rNPRoBgq43PVJ3J2achQLBL+/6/7voMAgSE3AsG6375+fd6hLkQIBpH3H06+m8gZwsGZKyA4P++/+HPeoTZsQICMgIEZJ68f/OynoFH7Lsff61HmLUPb7+uRziJz4A41c3NTT3C8RaLxaOe/93r5/UIJ7EFAzICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BA5sn7Ny/rGYCZsgICMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgMz/AItr0ReZoPqJAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_55.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_56
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_56.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_57
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_57.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_58
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_58.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_59
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_59.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_60
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_60.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_61
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIJ0lEQVR4nO3dP28cZR7A8eWUZqWroaChoYlSEd2JykqF0h2ReDX3AngtKU460lJFrhCIjo4mDQXUSNNe4VO0rO2NvX+e787s5yMX9kjr+TX71fPYM7Mffff1FyuAwt/qAYDLJUBARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMg8qQc41L/++3M9AmTevHpej3CQ2QdotVqt1+t6hP1N02T+0Nznf/3yaT3CQWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQeVIPcATTNNUjHMT8rVnP/+bV83qEgywhQOv1uh5hf9M0mT809/lfv3xaj3AQWzAgI0BAZglbsFO4enu1Wq2uX1zvOHJ0//n330/3y4/rm2//rEdgCayAgIwV0C43qx7gRAToEU66/9r0j39+OuZEj/XTj7/VI7AotmB3uG/hY0EExyVA23ZXZnyDfv3l98FnPJ+zs3gC9Bc3ffn+y+9vvt4f3zwyskE37/+qAu3ZuQQCtG2rO3ceGWPznT++Au3ZuRACdL4+f/bJ5o8jK7B1rq1J4FgE6KwlDVIfhhGgbV/98NXW97ePjDS4QerDSK4D+ovrF9dXb69uV2bzyLCrgd77/NknW3+ROVEX1IfBLjdAe/8z674XnjRMAxqkPg/xy2efnfoUz969O/Upzoct2GycdC+mPiQEaE5O1CD1oXK5W7CZOvpeTH32c/SN0oDN3RmyApqfI66D1IeWAM3SURqkPuQEaK4ObJD6jPH244/rEc6aAM3Y3g1SnzFu6qNBOwjQvO3RIPUZY7M7GnQfAZq9RzVIfca4XRwNupMALcEDG6Q+Y9zXGg26TYAW4oMNUp8xdldGg7YI0HLsaJD6jPGQvmjQJgFalDsbpD5jPLwsGvSeAC3N7r2Y+pzIY5uiQTcEaIHuq4z6nMh+NdGglQAt1e3WqM+JHNIRDRKgZfrgf8E4lhd//JG8dhkEaIEeeB0Qx7JfR9RnJUDLs/uvzhp0Io+tifrcEKBFubM+GjTGw5uiPu8J0HLsWPto0BgPKYv6bBKghfjg9T4aNMbuvqjPFgFaggdebahBY9xXGfW5TYBm71HXOmvQGLdboz53EqB52+NOCw0aY7M46nMfAZqxve/z0qAxbrqjPjsI0FwdeJepBo2hPrsJ0Cwd5R53DSInQPNzxCdsaBAtH838f9cvrh/7kqu3V6eYZLejP9/n6J/1fCEu85OUj84KaE5O9HQx6yAqAjQbJ322oQaRsAWbhwFPVrUXe4hn797VIyyKFdAMDHuus3UQgwnQuRv8VHkNYiQBOmvJZ1poEMMI0PkKP1FHgxhDgM7XjieKLf7sXAgBOmt3PlP1Qs7OJRCgc9e+/9WHkxIgIONCxHP004+/1SPACJcboD3uPj36b4ALZwsGZC53BXSGvvn2z3oEGMoKCMgIEJBZwhZsmqZ6hIOYvzXr+d+8el6PcJAlBGi9Xtcj7G+aJvOH5j7/65dP6xEOYgsGZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMk3qAI5imqR7hIOZvzXr+N6+e1yMcZAkBWq/X9Qj7m6bJ/KG5z//65dN6hIPYggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPPRd19/Uc8AXCgrICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyPwPsAT8rwJhaPgAAAAASUVORK5CYII="
] |
/root/sokoban_processed/images/train_61.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_62
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAICElEQVR4nO3dvW4c1xmA4XWgZoHUdpHGjRtBlYUEqQhVhrpYgK8mF+BrUREgVutKYBXYSOcujRoXcW1g2hQEBIY/K3J3Z945w+eBCnLE3fmafXEOOTv72Q/ffr0DKPyhHgB4ugQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAGZZ/UAp/rbP/9djwCZd29e1iOcZPgA7Xa7/X5fj3C8aZrMHxp9/revn9cjnMQWDMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmWf1AGcwTVM9wknM3xp6/ndvXtYjnGQLAdrv9/UIx5umyfyh0ed/+/p5PcJJbMGAjAABmS1swbjt4v3Fbre7fHV54MjZ/ePvf5zvyc/ru+9/r0dgt7MCAkJWQFt2teqB1RKgJ2TW/dd1f/7Ln5Y50WP9/NOv9Qj8H1uwDbpv4WNBxNoI0NYcrszyDfrPL/9d+IzrOTufJECbctWXH//649W/j8evH1myQVev/6oC7dl5CAHamhvdufPIMq6/8pevQHt2HkiAmMtXL764/u2SFbhxrhuTsB4CxIySBqnPQARoa7751zc3vr59ZEkLN0h9xuI6oE25fHV58f7idmWuH1nsaqCPvnrxxY3fyMzUBfUZjgCN6ug/Zt33wFnDtECDlqnPL19+OcfTXvfiw4e5T7EetmAsZNa9mLXPoASI5czUIPUZly0Yizr7Xqyqz9k3Sgts7lbICoilnXEdZO0zOgEicJYGqc8GCBCNExs0Sn3ef/55PcKqCRCZoxs0Vn006AABonREg8aqz+2vuU6AiD2qQSPW574j7ASINXhgg8atz+HjT5kAsQqfbNDo9XnI/z5BAsRaHGjQNurz8J95OgSIFbmzQVuqz2N/cvMEiHU5vBfbQH2O+/mtEiBW577KbKY+pzxqYwSINbrdmo3V5/THboMAsUaf/CvYerz67bfksdsgQKzOA68DWo/jOqI+OwFibQ7/1nkzDVKfKwLEitxZn+01SH0+EiDW4sDaZ0sNUp/rBIhV+OT1PttokPrcIED0Hni14egNUp/bBIjYo651HrdB6nMnAaJ0xDstRmyQ+txHgMgc/T6vsRqkPgcIEI0T32U6VoO4jwAROMt73EdpEAcIEEs74x02NGh0Ppp5Iy5fXT72IRfvL+aY5LCz39/n7J/1/EBP85OUz84KiOXMdHcx66BxCRALmfXehho0KFswlrDAnVWX2Yu9+PDh7M/5lFkBMbvF7utsHTQcAWJeC99VXoPGIkDMKPlMCw0aiAAxl/ATdTRoFALEXA7cUWzzZ+eBBIgZ3XlP1Sdydh5CgJhX+/pXn5UTICDjQkTO7+effq1HYAwCNKoj3n169meAE9mCARkrIM7mu+9/r0dgMFZAQEaAgMwWtmDTNNUjnMT8raHnf/fmZT3CSbYQoP1+X49wvGmazB8aff63r5/XI5zEFgzICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZln9QBnME1TPcJJzN8aev53b17WI5xkCwHa7/f1CMebpsn8odHnf/v6eT3CSWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQ+eyHb7+uZwCeKCsgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjI/A/yqvyvuCuIhwAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_62.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_63
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_63.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_64
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_64.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_65
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_65.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_66
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_66.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_67
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_67.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_68
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_68.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_69
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_69.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_70
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_70.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_71
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_71.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_72
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_72.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_73
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_73.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_74
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_74.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_75
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_75.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_76
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAHxklEQVR4nO3dvW4UZxiA0SVKs1JqKNKkSYOoQIlSWVSIDpC4mlwA10IRCWipLFdREB1dGpoUSY20bQpHwdjrH/ZnnpnZc0Rhxrs7b7OPvs9ez9x6/fT+AqDwTT0AcLgECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmW/rAbb15NX7egTIvHn2oB5hK5MP0GKxWC6X9QibW61W5g9Nff6Xj+/WI2zFFgzICBCQmcMWbDZ++/W7eoSbev7i015f/+j4aLFYnDw8ueIIM2AFBGSsgBiv01UPMyZAY/TTz9/XI6z37o+/wrPbf82PLRijc9nCx4JofgRo7P788PdBnf3qymjQzAjQqJ2+/6sGDX/20768/eXt6b//j589okFzIkDjdfadP3yDqrOf687aI8yGAI3Xj/funP3vkBU4d65zk8CuCNCoJQ1SHwYjQGM3cIPy+jz6/dG5ry8eYTZ8DmgCfrx359xPZPbUhbw+Jw9Pjo6PLlbm7BGfBpqTgwvQhx9+2Pcp7n38uPPXHKBBA9dn419mXfZEYZoiW7DJ2OteLF/7cJgEaEr21CD1oXJwW7D/7XyjNMDmbrGHvZj6ELICmp4droPUh5YATdJOGqQ+5AToGse3b9cjrLdlg9SHMRCgq5zWZ34NUh9GQoAudbY7c2qQ+jAeArTexeLMo0Hqw6gI0BqXtWbqDVIfxkaAzru6MtNtkPowQgL0hZv0ZYoNUh/GSYA+u3lZptUg9WG0BOg/X9uUaTXosu9CS4AWi01rMpUGXXscKgK0VUcm1CD1YYQEaPHwn3+S5+7Vtb8FgzEQoMVi045MqD5XH4eKAP3na2sylfqE9/aBawnQZzdvyrTqo0GMlgB94SZlmVZ9Ln598ZFQEaDzru7LFOuz9ogGMQYCtMZllZlufdYe1yByArTexdZMvT5rv6tBtAToUmeLM4/6rH2MBhESoKucdmdO9Vn7SA2iIkDXmF991j5eg0gI0CTt5G/cNYicAE3PDq+woUG0DvfWzMPcSXnndn59n53f63kzJw9PvvYpR8dH+5iEIVkBTcmeri5mHURFgCZjr9c21CASB7cFu/fxYz3CJga4supI9mIcFCugCRjsus7WQQxMgMZu4KvKaxBDEqBRS+5poUEMRoDGK7yjjgYxDAEaryuuKDb7s3MgBGjU1l5T9UDOziEQoLFr3//qw14JEJA5uA8iTsK7P/6qR4AhCBCNDf76dOevQM4WDMhYAY3I8xef6hFgUFZAQEaAgMwctmCr1aoeYSvmb016/jfPHtQjbGUOAVoul/UIm1utVuYPTX3+l4/v1iNsxRYMyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAGZW6+f3q9n2MqTV+/rEbby5tmDegTIfFsPsAPL5bIeYXMvH9+tR4CMLRiQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjK3Xj+9X88AHCgrICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjI/AtA5NQTzArFiwAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_76.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_77
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_77.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_78
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_78.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_79
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_79.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_80
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_80.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
2
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_81
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_81.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_82
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_82.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_83
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIHUlEQVR4nO3dsY4b1xmA0VWghkBqp0jjJo2gSoKDVAtVhjpLgJ8mD+BnURHAUutqsVVgw527NGpcxLUBtikECBuvtKJIznx37p5TkQS48zf8cO8sZ/jg9YsnFwCFP9UDAPeXAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPOwHuC+++b7n+sR2LA3L5/WI5xEgHq73a4e4Xj7/d78oVfPH9UjnMQWDMgIEJARIEZ0eXV5eXV59ytMQICAjJPQjMuSZ3pWQGzG9bPregTOTIAYzscWPhZE8xEgxnJ3ZTRoMs4BMZB3ffnhHz+8e/r1v79+9+DmK5dXl/Zi07ACYizvW/P+8e1XmIYAARkBAjICxFjen/d5//j2K0zDSWgGcv3s+vLq8nZlbr7iDPRMBIjG0f9Q/9gbhWmLbMGAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyDysB4CLi4uL62fXn/uWy6vLJSZhTVZAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyLkalccTVp2f/C+SsgICMAAEZAQIyAgRknITu7ff7eoSTmD/05uXTeoSTCFBvt9vVIxxvv9+bP/Tq+aN6hJPYggEZAQIytmCczb/++ed6hEN9+93v9QhcXFgBASEBAjK2YJzfV3//az3Ch/3046/1CPwfKyAgI0As6z+//PfeHp1PEiAW9O7zX1WgPTqHECCWcvOTv34F2qNzIAFiKX97/JebT9eswB+O9YdJGIcAsaCkQeqzIQLEslZukPpsiwCxuNUapD6bI0CsYYUGqc8WCRArWbRB6rNRAsR6FmqQ+myXALGqszdIfTZNgFjbGRukPlsnQATO0iD1mYAA0TixQeozBwEic3SD1GcaAkTpiAapz0wEiNhnNUh9JiNA9A5skPrMR4AYwicbpD5TEiBGcUeD1GdWAsRAPtgg9ZmYADGWu/di6jMZAWI4H6uM+sxHgBjR7daoz5QEiBF98r9gzEGAGM6B3wNiAgLEWO4+66xBkxEgBvLB+mjQxASIUdyx9tGgWQkQQ/jk9300aEoCRO/Abxtq0HwEiNhnfddZgyYjQJSOuNJCg2YiQGSOvs5Lg6YhQDROvMpUg+YgQATOco27Bk1AgFjbGe+woUFbJ0Cs6uz399GgTRMg1rPQ3cU0aLsEiJUsem9DDdooAWINK9xZVYO2SIBY3Gr3ddagzREglrXyXeU1aFsEiAUlv2mhQRsiQCwl/EUdDdoKAWIpd9xRbPqjcyABYkEfvKfqPTk6hxAgltV+/tVncAIEZB7WAzChn378tR6BbbACAjICBGRswTibb7/7vR6BjbECAjICBGRswXr7/b4e4STmD715+bQe4SQC1NvtdvUIx9vv9+YPvXr+qB7hJLZgQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjIuB0Hq/rlyy+XPsTjt2+XPgTnYgUEZAQIyNiC0Tj7RmmFzR1nZwUEZAQIyAgQQ7v64ot6BBYkQIzrXX00aGICxKBudkeDZiVAjOh2cTRoSgLEcD7WGg2ajwAxlrsro0GTESAGckhfNGgmAsQoDi+LBk1DgBjC5zZFg+YgQPSOq4kGTUCAiJ3SEQ3aOgEi9uy335L3MgIBondcR9RnAgLEED63JuozBwFiFIc3RX2mIUAM5JCyqM9MBIix3N0X9ZmMADGcj1VGfeYjQIzodmvUZ0oCxKBuFkd9ZiVAjOtdd9RnYgLE0NRnbgIEZAQIyPhpZhp+SZkLKyAgJEBAxhaMVT1++7YegYFYAQEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPPg9Ysn9Qxs2Dff/1yPcK+9efm0HuEk7gfEqXa7XT3C8fb7/abnf/X8UT3CSWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQefD6xZN6BuCesgICMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDM/wBTV8z9YQgD+AAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_83.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_84
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_84.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_85
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_85.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_86
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_86.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_87
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIJElEQVR4nO3dvY4b5xmAUSpQQyC1U6Rxk0ZQJSFBqoUqQ50kwFeTC/C1qAggqXW12Cqwoc5dGjUu4toA2xQ0iMXyZ8mZIR/tzjkVSYA7b8MH3zfLGT75+PbFAqDwp3oAYL4ECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmaf1ADxsbz58rkeYtU/vXtYjjCJAjLVcLusRhlutVg96/vevn9UjjGILBmQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAzNN6AB681WpVjzDKg57/07uX9QijCBBjLZfLeoThVqvVg57//etn9Qij2IIBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICDjdhxwgl++/fbch3j+5cu5D/H1sAICMgIEZGzBYIjJN0oX2Nx9hayAgIwAARkBgjO6/uabeoSvmgDBuazro0EHCBCcxe3uaNA+AgTT2y6OBu0kQDCxfa3RoG0CBFM6XBkNukOAYDLH9EWDbhMgmMbxZdGgDQGCCZzaFA1aEyAYa1hNNGghQDDSmI5okADBKK9++y157+MgQDDWsI6oz0KAYBKn1kR91gQIpnF8U9RnQ4BgMseURX1uEyCY0uG+qM8dAgQT21cZ9dkmQDC97daoz04CBGdxuzjqs48Awbmsu6M+BwgQnJH6HCZAQEaAgIyfZoYh5vlLypOzAgIyAgRkbMHgBM+/fKlHeFSsgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkHny8e2LegbIvPnwuR5hlE/vXtYjjOJ+QMzdcrmsRxju/etn9Qij2IIBGQECMrZg8Id//+vP9QjH+v6H3+sRpmEFBGQECMjYgsFdf//HX+sRdvv5p1/rESZmBQRkBAgO+e8v/5vt0S9AgGCv9ee/qkB79MsQINjt9if/8hVoj34xAgS7/e35X24/vWQF7hzrziSPiQDBXkmD5lOfhQDBYRdu0KzqsxAguNfFGjS3+iwECI5xgQbNsD4LAYIjnbVB86zPQoDgeGdq0GzrsxAgOMnkDZpzfRYCBKeasEEzr89CgGCASRqkPgsBgmFGNkh91gQIBhrcIPXZECAYbkCD1Oc2AYJRTmqQ+twhQDDWkQ1Sn20CBBO4t0Hqs5MAwTQONEh99hEgmMzOBqnPAQIEUzq8F1OfOwQIJravMuqzTYBgetutUZ+dBAimd+9/wVgTIJjYkd8DYiFAMK3DZ5016A4BgsnsrI8GHSBAMI0Dax8N2keAYAL3ft9Hg3YSIBjryG8batA2AYJRTvquswbdIUAw3IArLTToNgGCgQZf56VBGwIEQ4y8ylSD1gQITjbJNe4atBAgONWEd9jQIAGCE0x+f5+ZN0iA4FhnurvYnBskQHCUs97bcLYNEiC43wXurDrPBgkQ3ONi93WeYYMECA658F3l59YgAYK9kt+0mFWDBAh2C39RZz4NEiDY7cAdxR790S9GgGCvnfdUncnRL0OA4JD28/+467MQICD0tB4Avjo///RrPcJcWAEBGQECMrZg8Ifvf/i9HmF2rICAjAABGVuw2JsPn+sR5m61WtUjDPfp3ct6hFEEqLdcLusRhlutVuYPvX/9rB5hFFswICNAQEaAYHpX11dX11eHX2EhQEDISWg4F0uee1kBwYXcvLqpR/jqCBBMbN/Cx4JomwDBlA5XRoPucA4IJrPuy4///HH99Lv/fLd+cPuVq+sre7ENKyCY0qY1m8fbr7AhQEBGgICMAMGUNud9No+3X2HDSWiYzM2rm6vrq+3K3H7FGejbBAiGGPwP9X1vnGeYbMGAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyDytB4DH4ObVzalvubq+OsckD4sVEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjItRYYgBV59O/hceASsgICNAQEaAgIwAAZknH9++qGcAZsoKCMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMv8Hj6i9Gb6/uKEAAAAASUVORK5CYII="
] |
/root/sokoban_processed/images/train_87.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_88
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_88.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_89
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_89.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_90
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIP0lEQVR4nO3dMW8b5x3A4UvhhUDneOiSxYuhKUaKToKnwFtjIJ+mHyCfxUOBxmsmQ1ORoFu2Ll4yNHMArh0k2DJNURTvyJ949zzwYBGQ7r/wh/eV7l5+8eN3Xw8AhT/VAwDLJUBARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMg8qQcY6+//+k89wqK9ff2iHoEzdvYBGoZhtVrVIxxuvV6f9fxvXj2vR+CM2YIBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICDzpB5gAuv1uh5hlHOfn9Db1y/qEUaZQ4BWq1U9wuHW67X5Q+c+/5tXz+sRRrEFAzICBGTmsAX74J//+HM9wr6+/+GPo/78y3eXwzBcvbza8QrkrICAzKxWQGy4XvXAozXPAH3z17/UI2z3y8+/hVe3/+KxsQWbobsWPhZEPDbzD9B/f/3foq6+uzIaxKMy8wBdv/+rBp3+6td9+elvP13/+/D67Vc0iMdjzgG6/c4/fYOqq290Z+sr8EjMOUDPLp7e/vKUFdi41sYkwLU5B2iIGqQ+sKeZB2g4eYPy+nz77283/v/5K/BIzPM+oA3PLp5u/EbmSF3I63P18ury3eXnlbn9iruBeDwWEaDhJA06cX0O/mPWXd8oTJze/LdgHxx1L5avfeAcLShAw9EapD5wmGUFaDhCg9QHDra4AA2TNkh9YIwlBmiYqEHqAyMtNEDD6AapD4y33AANIxqkPjCJRQdoOKhB6gNTWXqAhgc2SH1gQgI0DHs3SH1gWgJ0494GqQ9MToA+2tEg9YFjEKBPbG2Q+sCRCNCm3Xsx9YEJCdAWd1VGfWBaArTd561RH5icAG1371/BgPEEaIs97wMCRhKgTbt/66xBMCEB+sTW+mgQHIkAfbRj7aNBcAwCdOPe+300CCYnQMOw992GGgTTEqCH3eusQTChpQfogCctNAimsugAHfyclwbBJJYboJFPmWoQjLfQAE3yjLsGwUhLDNCEJ2xoEIzxpB7g1CY/3+fZxdONsxOT5+avXl499Fsu310eYxLY37JWQEc6Xcw6CA6zoAAd9WxDDYIDLCVAJzhZVYPgoRYRoJOd66xB8CDzD9CJT5XXINjfzAOUfKaFBsGe5hyg8BN1NAj2MecA7ThRbPZXh7Mw5wANd5ypupCrw+M38wAN9ftffWCH+QcIeLTm+SzYLz//Vo8A3G+eAVqCA54+nfwnwEi2YEBmViug73/4ox4BeAArICAjQEBmDluw9XpdjzCK+VtnPf/b1y/qEUaZQ4BWq1U9wuHW67X5Q+c+/5tXz+sRRrEFAzICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BAZg7HcTzIr199dexLXLx/f+xLwDxYAQEZAQIyi9uCfTD5RukEmzuYGSsgICNAQEaA7vHuyy/rEWC2BGiX6/poEByJAN3pdnc0CI5BgLb7vDgaBJMToC3uao0GwbQEaNPuymgQTEiAPrFPXzQIpiJAH+1fFg2CSQjQjYc2RYNgPAEahkNrokEwkgCN6ogGwRgCNLz8/ffkewEBGoZDO6I+MJIA3XhoTdQHxhOgj/ZvivrAJAToE/uURX1gKgK0aXdf1AcmJEBb3FUZ9YFpCdB2n7dGfWByAnSn28VRHzgGAdrlujvqA0ciQPdQHzgeAQIyAgRklvvRzD5JGXJWQEBGgIDM4rZgF+/f1yMAN6yAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQmcNxHOv1uh5hFPO3znr+t69f1COMMocArVareoTDrddr84fOff43r57XI4xiCwZkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgMwXP373dT0DsFBWQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkPk/qmPq6VZdvn8AAAAASUVORK5CYII="
] |
/root/sokoban_processed/images/train_90.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_91
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_91.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_92
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_92.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
3
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_93
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_93.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_94
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_94.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_95
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_95.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_96
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_96.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_97
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_97.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_98
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_98.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_99
|
[
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] |
/root/sokoban_processed/images/train_99.png
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