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2026-08-10 02:46:53
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pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,276
0
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:53.572402
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":28,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
2612a5a32c6e75e3ac5d67d8943694782c1692f7d62049505b2cc7df5f66e48f
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,284
1
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:53.611671
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":31,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
abaf423908cb8721bebf39d22e49907908bcc7460af3a09a162f8004c2ff22ea
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,229
2
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:54.049322
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":29,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
7c87225837921258b2d6669510a54af67a4660782fe39cbddbb9558959ae6d5c
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,206
3
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:54.075983
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":30,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
e6fefb9c02d17212630ffd26181db250be52b8056070403beaab2db8cc961953
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,269
4
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:54.744660
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":31,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
9ae0502053554867255503788101cf2e887752f708183c75769754c891b65238
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,204
5
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:54.968436
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":34,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
dd5dd49d5c6f078e8d9af85686bf6a1fa0f03c3629d38c00b928eafe57b127be
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,233
6
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:55.553408
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":31,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
ef45a79afa25d36a9aac4bc8f6b95477e96cdfceb618bd5d980b3dd9e7ba60da
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,225
7
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:55.561381
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":35,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
a3c31d20d655ef8c02d47f713797b815a832c5f5c8b35269150489c8a8f87a7c
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,247
8
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:55.886808
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":32,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
41844278d5771a98942ea7c11c1afd7d75b24abdf384f9b007ed8efdadaea15b
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":16,"num_ghosts":1,"wall_density":0.16,"max_steps":1(...TRUNCATED)
2,026,080,200
2,026,080,278
9
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-10T02:46:56.013873
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":35,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED)
{"backend":"custom_grid_pacman_python_assets","difficulty":"hard","grid_size":12,"food_count":16,"wa(...TRUNCATED)
5238219a8a107315716dd36da2b566cd75ad12f64825fa6aeedeb2f01bfdcce6
{ "strategy": "oracle_solve", "max_steps": 120 }
visgym_pacman_oracle_success_hard_v1
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pacman_hard_test_g12f16_close

BAGEL VLM-Gym world-model dataset (pacman / eval).

  • Held-out hard Pacman-2D eval pool (g12f16, ghost spawned close).
  • layout: Oracle-success rollouts. Gzipped-JSONL shards under data/train/ and data/test/; each row is a full episode (per-step base64-JPEG frames + action strings).
  • images are base64-encoded JPEG frames stored inline in each JSONL row.

Pairs with the matching pacman checkpoint(s) under the companion model org; CoT and non-CoT variants share the same underlying rollouts.

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