task stringclasses 5
values | env_id stringclasses 1
value | env_kwargs dict | seed int64 22B 28.4B | episode_seed int64 22B 28.4B | episode int64 0 99 | extra_state dict | timestamp stringlengths 32 32 | history listlengths 13 47 | stats dict | init_state dict | init_state_hash stringlengths 64 64 | solve_kwargs dict | trap_metadata dict | forward_eval dict | version stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":29(...TRUNCATED) | 28,030,082,400 | 28,030,082,409 | 0 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 27,
"controlled_trap": true
} | 2026-08-24T07:11:45.245613+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 361ba369fcfb6856b0194b96a212cc468f1127e2e1e5c4e768a432e94a27df1e | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":2,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":29(...TRUNCATED) | 28,030,082,400 | 28,030,082,410 | 1 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 27,
"controlled_trap": true
} | 2026-08-24T07:11:45.287345+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 09c56e82462bff22980a05f2d33caa652310e6bf7a49077b66330005bec26e99 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":3,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":32(...TRUNCATED) | 28,030,082,400 | 28,030,082,443 | 2 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 30,
"controlled_trap": true
} | 2026-08-24T07:11:45.361941+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 19e2a898427d48f67e49d736c6ec6eeda1c4a1614ae9e1caf6456595a472a33c | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":9,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":32(...TRUNCATED) | 28,030,082,400 | 28,030,082,448 | 3 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 30,
"controlled_trap": true
} | 2026-08-24T07:11:45.448118+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 5eef594416688595d6b73fa3228daccc3d2057afadec936c9f2abfa194a03a18 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":5,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":23(...TRUNCATED) | 28,030,082,400 | 28,030,082,437 | 4 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 21,
"controlled_trap": true
} | 2026-08-24T07:11:45.534530+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 maze. Collect every food pellet, avoid (...TRUNCATED) | {"step":22,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED) | {"backend":"custom_grid_pacman_python_assets","difficulty":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 7e5c661e7df705ac888419bbf00c340fb34a4a83746cc82956bd6796474f5eee | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":3,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":25(...TRUNCATED) | 28,030,082,400 | 28,030,082,430 | 5 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 23,
"controlled_trap": true
} | 2026-08-24T07:11:45.550186+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 9f3ff837f82aaa6ab9f80eaababca71488208057789e43cfd14d07b9d0926e56 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":5,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":39(...TRUNCATED) | 28,030,082,400 | 28,030,082,444 | 6 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 37,
"controlled_trap": true
} | 2026-08-24T07:11:45.594984+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 maze. Collect every food pellet, avoid (...TRUNCATED) | {"step":38,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED) | {"backend":"custom_grid_pacman_python_assets","difficulty":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | c1409c8f6232e894315a1fc60bf3439643e7ce0b1416182c908c39e26c487955 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":10,"shared_prefix_actio(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":35(...TRUNCATED) | 28,030,082,400 | 28,030,082,442 | 7 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 33,
"controlled_trap": true
} | 2026-08-24T07:11:45.872279+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | f0f87d3de527c077b4085a83f071daf55b3ba55a986b632c1baf3a7f7330daa1 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":8,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":30(...TRUNCATED) | 28,030,082,400 | 28,030,082,416 | 8 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 28,
"controlled_trap": true
} | 2026-08-24T07:11:45.883226+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 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":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 35966ea5d880a09a1d78427a55a81567e405285776ec2390efa84d3ee2a48add | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":9,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
pacman_2d_easy_g10_f8_prefixed_route_order_trap_test_v1 | pacman_2d/easy | {"difficulty":"easy","grid_size":10,"food_count":8,"num_ghosts":1,"wall_density":0.22,"max_steps":42(...TRUNCATED) | 28,030,082,400 | 28,030,082,446 | 9 | {
"render_size": 256,
"jpeg_quality": 95,
"move_steps_before_stop": 40,
"controlled_trap": true
} | 2026-08-24T07:11:45.998007+00:00 | [{"step":0,"prompt":"You are Pacman in a deterministic 10x10 maze. Collect every food pellet, avoid (...TRUNCATED) | {"step":41,"reward":1.0,"terminated":true,"truncated":false,"success":true,"won":true,"food_remainin(...TRUNCATED) | {"backend":"custom_grid_pacman_python_assets","difficulty":"easy","grid_size":10,"food_count":8,"wal(...TRUNCATED) | 46a17eef2e43539d1a712ac0b2745ff150c2c02554697fab6c35a6546c93b400 | {"strategy":"shared_prefix_then_long_first_with_bounded_counterfactual_bfs","state_limit":500000,"ma(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","decision_step":3,"shared_prefix_action(...TRUNCATED) | {"schema_version":"pacman_prefixed_route_order_trap_eval_v1","set_name":"PREFIXED_ROUTE_ORDER_F8","d(...TRUNCATED) | visgym_pacman_prefixed_route_order_trap_g8_f8_v1 |
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pacman_route_order_test_sets
Held-out Pacman route-order episode pools. Select one explicit file under testing/ per evaluation; these files represent different benchmark protocols and must not be combined. Episode records preserve the original compressed bytes and initial states.
See Agima for code and dataset formats.
Evaluation protocols
File under testing/ |
Protocol |
|---|---|
strict_g8_f2_v2.jsonl.gz |
G8, 2 food objectives |
strict_g8_f4_v2.jsonl.gz |
G8, 4 food objectives |
strict_g8_f6_prefix2_9_v2.jsonl.gz |
G8, 6 food objectives; prefix length 2–9 |
strict_g8_f8_prefix2_8_v2.jsonl.gz |
G8, 8 food objectives; prefix length 2–8 |
strict_g10_f8_v2.jsonl.gz |
G10, 8 food objectives |
These are initial-state episode pools, not model-generated evaluation outputs. Preserve source ordering and select the matching protocol explicitly.
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