task string | env_id string | env_kwargs dict | seed int64 | episode_seed int64 | extra_state null | init_state dict | init_state_hash string | stats dict | version string | split string | upstream_env_id string | action_schema_version string | source_dataset string | alignment_index dict | chunk_size string | n_steps int64 | n_chunks int64 | n_imagined_frames int64 | n_feedback_turns int64 | n_feedback_frames int64 | max_steps int64 | schema_version string | cot_row_type string | cot_schema_version string | messages list | has_plan_comparison bool | n_boxes int64 | n_candidates int64 | candidate_horizon_moves int64 | selection_reason string | chosen_candidate int64 | candidate_order_shuffled bool | single_candidate_fallback bool | alternate_box_branch_counts dict | candidates list | compare2_search_truncated int64 | compare2_horizon_truncated_candidates int64 | estimated_tokens int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,000 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 5f71b5b9c13210316fd0473605b746dd2600cd29973f773d88c209ba8b82f18b | {"step":10,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":0,"source_path":"trajectori(...TRUNCATED) | inf | 10 | 1 | 21 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | shortest | 1 | false | false | {
"solved_within_horizon": 2,
"solved_beyond_horizon": 0,
"certified_deadlock": 2,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the lower box","status":"solved","full_status":"solved","source(...TRUNCATED) | 0 | 0 | 19,408 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,001 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | f4ffad907e505717958a5959693a6f37e130eb8b50a7226e1a352a873eef8462 | {"step":5,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_onl(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":1,"source_path":"trajectori(...TRUNCATED) | inf | 5 | 1 | 7 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | avoid_deadlock | 2 | true | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 0,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the left box","status":"certified_deadlock","full_status":"cert(...TRUNCATED) | 0 | 0 | 7,566 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,002 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 356f0a7870ecf089e3da56aedcfd8d40b8b242698ca91fb10dd2b57bee16711c | {"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":2,"source_path":"trajectori(...TRUNCATED) | inf | 12 | 1 | 26 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | shortest | 1 | false | false | {
"solved_within_horizon": 2,
"solved_beyond_horizon": 0,
"certified_deadlock": 0,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the right box","status":"solved","full_status":"solved","source(...TRUNCATED) | 0 | 0 | 23,636 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,003 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | c76d479f9ddb49fc4ab27868c586cfb4b81df970206e9cf35dd63d3b42eb2f34 | {"step":20,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":3,"source_path":"trajectori(...TRUNCATED) | inf | 20 | 1 | 40 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | solve_within_horizon | 2 | true | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 1,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the lower-right box","status":"horizon_reached","full_status":"(...TRUNCATED) | 0 | 1 | 35,504 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,004 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 20564a051a3baf5fc346d33c80362e752ff4d61d2337d2514db92ec543bb83c8 | {"step":18,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":4,"source_path":"trajectori(...TRUNCATED) | inf | 18 | 1 | 38 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | solve_within_horizon | 1 | false | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 1,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the lower box","status":"solved","full_status":"solved","source(...TRUNCATED) | 0 | 1 | 33,804 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,005 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 4ae78124259f0fc8891248463ae2cc01aa170987334f6e49054c5fca4034c903 | {"step":17,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":5,"source_path":"trajectori(...TRUNCATED) | inf | 17 | 1 | 37 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | solve_within_horizon | 1 | false | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 3,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the lower box","status":"solved","full_status":"solved","source(...TRUNCATED) | 0 | 1 | 32,956 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,007 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 8a642d8d3635e2eccf462bdb7d988c235c9a5f57656936a39f8aa8fbd221a41b | {"step":20,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":6,"source_path":"trajectori(...TRUNCATED) | inf | 20 | 1 | 40 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | solve_within_horizon | 2 | true | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 1,
"certified_deadlock": 2,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the lower-right box","status":"horizon_reached","full_status":"(...TRUNCATED) | 0 | 1 | 35,504 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,008 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | bb0e1d8d3c060e6db730f6522e76015cdf4400524351164da400a20ea5777af1 | {"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":7,"source_path":"trajectori(...TRUNCATED) | inf | 12 | 1 | 14 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | avoid_deadlock | 1 | false | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 0,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the left box","status":"solved","full_status":"solved","source"(...TRUNCATED) | 0 | 0 | 13,502 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,009 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | 7f4358177c03219131a6c9b06f0f45a3e193c57340123ee2cddbb56c66a9b4be | {"step":8,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_onl(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":8,"source_path":"trajectori(...TRUNCATED) | inf | 8 | 1 | 10 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | avoid_deadlock | 2 | true | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 0,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the upper box","status":"certified_deadlock","full_status":"cer(...TRUNCATED) | 0 | 0 | 10,110 |
sokoban_easy | sokoban/easy | {
"max_steps": 20,
"action_mode": "move_only"
} | 900,000 | 900,010 | null | {"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED) | f9f954a2bfe5afeb16932e2f058fbe5efcc0fd2205a5ed70218e0942353bc497 | {"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED) | visgym_repo_solver_v1+sokoban_move_only_v2 | train | Sokoban-small-v0 | sokoban_move_only_v2 | novastar111/sokoban_v3 | {"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":9,"source_path":"trajectori(...TRUNCATED) | inf | 12 | 1 | 14 | 0 | 0 | 20 | sokoban_compare2_relative_v5 | one_or_two_candidate_relative_cot_singleturn_openloop | sokoban_cot_perstep_kinf_v1 | [{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED) | true | 2 | 2 | 20 | avoid_deadlock | 2 | true | false | {
"solved_within_horizon": 0,
"solved_beyond_horizon": 0,
"certified_deadlock": 1,
"search_truncated": 0
} | [{"candidate":1,"relative_box_name":"the right box","status":"certified_deadlock","full_status":"cer(...TRUNCATED) | 0 | 0 | 13,502 |
End of preview. Expand in Data Studio
sokoban_adaptive_always_forward_train
BAGEL VLM-Gym world-model dataset (sokoban / always_forward).
- Always-forward K=inf compare-two training data used by the Table-2 forward-thinking baseline.
- layout: Train-only. Gzipped-JSONL shards under
training/; each row is one packed SFT sample with base64-JPEG frames inline. - images are base64-encoded JPEG frames stored inline in each JSONL row.
Pairs with the matching sokoban checkpoint(s) under the companion model org; CoT and non-CoT
variants share the same underlying rollouts.
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