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2026-08-04 22:07:29
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pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,263
0
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:29.858537
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":15,"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":12,"wa(...TRUNCATED)
3b57ff24d5d3d89643883804b3e95cc16c6e61addd497c2b7485331094a4a584
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,256
1
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:29.867382
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":17,"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":12,"wa(...TRUNCATED)
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{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,203
2
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:29.925496
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":19,"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":12,"wa(...TRUNCATED)
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{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,227
3
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:30.419045
[{"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":12,"wa(...TRUNCATED)
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{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,265
4
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:30.495184
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":21,"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":12,"wa(...TRUNCATED)
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{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,210
5
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:31.088120
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":23,"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":12,"wa(...TRUNCATED)
9e3e87cf202da0b1d10dfc5eb1b771ab534e3267080a911dd339f5c404721757
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,212
6
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:31.288558
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":24,"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":12,"wa(...TRUNCATED)
10f91d48585bbc10da8824538b41dcf9716f64f9c43d3e22bdeda4f5f1feb513
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,225
7
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:31.391740
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":15,"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":12,"wa(...TRUNCATED)
d316eed729dc2e0a494800808fbd32610e6bbc879d0bbb485886e83a2aa5bac1
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,221
8
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:31.822205
[{"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":12,"wa(...TRUNCATED)
cc771252ad63e4ad113e88f8d5753efea8ec4c229f4d37bf5f5f273ab977c7c0
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
pacman_2d_hard_oracle_success_v0
pacman_2d/hard
{"difficulty":"hard","grid_size":12,"food_count":12,"num_ghosts":1,"wall_density":0.16,"max_steps":4(...TRUNCATED)
2,026,080,200
3,026,080,222
9
{"render_size":256,"jpeg_quality":95,"solve_info":{"strategy_requested":"receding_horizon","planner_(...TRUNCATED)
2026-08-04T22:07:31.973089
[{"step":0,"prompt":"You are Pacman in a deterministic 12x12 maze. Collect every food pellet, avoid (...TRUNCATED)
{"step":16,"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":12,"wa(...TRUNCATED)
aad0ba4ff08562d7536176f43dd431e603dce6af2a7aff222870e2b7e1ae1893
{ "strategy": "oracle_solve", "max_steps": 48 }
visgym_pacman_oracle_success_hard_v1
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pacman_hard_oracle_success

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

  • Hard Pacman-2D oracle-success rollouts (raw); train/test source for the hard lineage.
  • 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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