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Datasets:
ultrastar111
/
sokoban_easy_v8_forward_levels_20260710_fwd

Tasks:
Reinforcement Learning
Tags:
world-model
sokoban
vlm-gym
bagel
License:
Dataset card Data Studio Files
xet
 Community
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Error code:   UnexpectedError

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source
string
seed
int64
env_id
string
env_kwargs
dict
init_state
dict
init_state_schema
string
init_state_hash
string
init_frame_b64
string
far_plan
dict
near_plan
dict
near_box
list
far_box
list
near_walk_dist
int64
far_walk_dist
int64
n_dead_states_certified
int64
certificates
dict
checks
dict
natural_provenance
null
generated
30,000,049
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,1,1,1,0,0,0],[0,0,1,1,0,0,0],[0,2,1,1,1,0,0],[0,1,1,1,2,0,0],[0,1,(...TRUNCATED)
repo_get_init_state
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"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
{"actions":["('move', 3)","('move', 3)","('move', 3)","('move', 3)","('move', 1)","('move', 4)","('m(...TRUNCATED)
{"actions":["('move', 3)","('move', 3)","('move', 3)","('move', 1)","('move', 4)","('move', 1)","('m(...TRUNCATED)
[ 4, 2 ]
[ 4, 1 ]
3
4
1
{ "phase1_states": 125, "n_hit_states": 16, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,065
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,0,0,2,1,2,0],[0,1,1,1,1,1,0],[0,1,(...TRUNCATED)
repo_get_init_state
1dc8bfbd6717e1d02ab4c9b3c23e50c0d9be0a75a62b630025e1d82b5114aed8
"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
{"actions":["('move', 4)","('move', 4)","('move', 4)","('move', 1)","('move', 3)","('move', 2)","('m(...TRUNCATED)
{"actions":["('move', 4)","('move', 4)","('move', 1)","('move', 3)","('move', 1)","('move', 4)"],"fr(...TRUNCATED)
[ 4, 4 ]
[ 4, 5 ]
2
3
1
{ "phase1_states": 53, "n_hit_states": 11, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,094
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,0,1,1,1,0],[0,0,0,1,1,1,0],[0,0,0,1,1,2,0],[0,0,0,1,1,1,0],[0,0,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 2)","('move', 2)","('move', 3)","('move', 1)","('move', 3)","('move', 1)","('m(...TRUNCATED)
{"actions":["('move', 2)","('move', 3)","('move', 1)","('move', 3)","('move', 2)"],"frames_b64":["/9(...TRUNCATED)
[ 4, 4 ]
[ 5, 4 ]
1
2
1
{ "phase1_states": 63, "n_hit_states": 13, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,107
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,1,1,2,1,2,0],[0,1,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 2)","('move', 4)","('move', 4)","('move', 1)","('move', 4)","('move', 2)","('m(...TRUNCATED)
{"actions":["('move', 4)"],"frames_b64":["/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAg(...TRUNCATED)
[ 4, 2 ]
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0
4
1
{ "phase1_states": 24, "n_hit_states": 8, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,152
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,1,1,1,2,0],[0,1,1,1,1,1,0],[0,1,1,1,1,2,0],[0,0,0,0,0,0,0],[0,0,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 4)","('move', 1)","('move', 3)","('move', 3)","('move', 3)","('move', 2)","('m(...TRUNCATED)
{"actions":["('move', 1)","('move', 3)","('move', 3)","('move', 2)","('move', 4)","('move', 4)"],"fr(...TRUNCATED)
[ 3, 3 ]
[ 2, 5 ]
0
1
1
{ "phase1_states": 59, "n_hit_states": 12, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,162
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,1,1,1,1,1,0],[0,1,1,2,1,1,0],[0,2,1,0,0,0,0],[0,0,0,0,0,0,0],[0,0,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 3)","('move', 2)","('move', 3)","('move', 1)","('move', 3)","('move', 2)","('m(...TRUNCATED)
{"actions":["('move', 4)","('move', 2)","('move', 3)"],"frames_b64":["/9j/4AAQSkZJRgABAQAAAQABAAD/2w(...TRUNCATED)
[ 2, 4 ]
[ 2, 2 ]
0
2
1
{ "phase1_states": 30, "n_hit_states": 10, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,187
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,2,1,1,0,0,0],[0,1,1,1,0,0,0],[0,1,2,1,0,0,0],[0,1,1,0,0,0,0],[0,1,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 4)","('move', 1)","('move', 1)","('move', 3)","('move', 2)","('stop', 'stop')"(...TRUNCATED)
{"actions":["('move', 4)","('move', 1)","('move', 3)","('move', 2)","('move', 3)","('move', 1)"],"fr(...TRUNCATED)
[ 2, 2 ]
[ 1, 2 ]
0
3
1
{ "phase1_states": 58, "n_hit_states": 12, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,195
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,1,1,1,1,2,0],[0,2,1,1,1,1,0],[0,0,0,0,0,1,0],[0,0,0,0,0,0,0],[0,0,(...TRUNCATED)
repo_get_init_state
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{"actions":["('move', 2)","('move', 3)","('move', 3)","('move', 3)","('move', 1)","('move', 4)","('m(...TRUNCATED)
{"actions":["('move', 3)","('move', 3)","('move', 2)","('move', 3)","('move', 3)","('move', 1)","('m(...TRUNCATED)
[ 1, 4 ]
[ 2, 4 ]
0
1
1
{ "phase1_states": 43, "n_hit_states": 7, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,202
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,0,0,0,0,0],[0,1,0,0,0,0,0],[0,1,1,0,1,1,0],[0,1,1,2,1,1,0],[0,1,(...TRUNCATED)
repo_get_init_state
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"/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAIBAQEBAQIBAQECAgICAgQDAgICAgUEBAMEBgUGBgYFBgYGBwkIBgcJBwYGCAsICQo(...TRUNCATED)
{"actions":["('move', 4)","('move', 2)","('move', 3)","('stop', 'stop')"],"frames_b64":["/9j/4AAQSkZ(...TRUNCATED)
{"actions":["('move', 2)","('move', 3)","('move', 2)","('move', 4)"],"frames_b64":["/9j/4AAQSkZJRgAB(...TRUNCATED)
[ 4, 4 ]
[ 4, 5 ]
0
1
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{ "phase1_states": 27, "n_hit_states": 13, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
generated
30,000,206
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
{"room_fixed":[[0,0,0,0,0,0,0],[0,0,0,0,1,1,0],[0,0,0,0,1,1,0],[0,2,1,1,1,1,0],[0,1,1,2,1,1,0],[0,1,(...TRUNCATED)
repo_get_init_state
46f89126db78634c6848e2814917064850b7dac3757e37f184222848c9a340b8
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{"actions":["('move', 3)","('move', 3)","('move', 1)","('move', 4)","('stop', 'stop')"],"frames_b64"(...TRUNCATED)
{"actions":["('move', 3)","('move', 1)","('move', 4)","('move', 1)","('move', 3)"],"frames_b64":["/9(...TRUNCATED)
[ 4, 2 ]
[ 4, 1 ]
1
2
1
{ "phase1_states": 83, "n_hit_states": 17, "per_state_verdicts_count": { "unsolvable": 1 } }
{"far_replay_solved":true,"first_pushed_box_is_far":true,"far_plan_constrained":false,"near_replay_m(...TRUNCATED)
null
End of preview.

sokoban_easy_v8_forward_levels_20260710_fwd

Sokoban action-conditioned visual world-model SFT data (source) for the BAGEL-7B-MoT VLM-Gym feedback-interval study.

  • Format: gzipped JSONL shards under training/, one packed row = one episode. Frames are base64 JPEG (q95). Per-segment CoT layout: <think> per-step imagined frame (MSE target) </think> then the committed action chunk; between chunks a loss-0 "Action executed." + real frame (GT re-grounding). See metadata/ for the exact build argv + git rev.
  • Source: sokoban easy v8 (res 256) per-step episodes.
  • Built with: scripts/data/remap_sokoban_*_chunk_* in the study repo; see 0710_train.md.
  • Companion checkpoints: ultrastar112/... · License: CC-BY-NC-4.0 (research use).
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