task stringclasses 27
values | state stringlengths 68 671 | instructions stringlengths 28 179 | criteria_keys listlengths 1 26 | criteria_values listlengths 1 26 | label_alias stringclasses 26
values | label_key stringlengths 1 20 | meta stringlengths 36 261 |
|---|---|---|---|---|---|---|---|
alloc.can_fund_all | {"currency": "USD", "budget_remaining": 234, "requests": [{"id": "compliance_audit", "title": "Compliance audit support", "cost": 63, "urgency": 3}, {"id": "security_patch", "title": "Critical security patch", "cost": 38, "urgency": 3}, {"id": "customer_refund_pool", "title": "Customer refund reserve", "cost": 68, "urg... | Can we fund ALL remaining requests within the budget? Reply with one letter. | [
"A",
"B"
] | [
"no: Budget is insufficient for all requests",
"yes: Budget covers the sum of all request costs"
] | A | no | {"gym": "resource_allocator", "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
connect4.threat_alert | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . R . . . |\n| . . . Y . . . |\n| . . . R . Y . |\n| . . R Y . R Y |\n+===============+\n", "turn": "Red (R)", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7."} | Does the opponent have an immediate 4-in-a-row winning threat next turn? | [
"A",
"B"
] | [
"yes: Opponent has a 4-in-a-row threat next turn",
"no: No immediate winning threat from opponent"
] | B | no | {"gym": "connect4", "schema": "noul"} |
gridworld.hazard_alert | {"grid_map": "\n# # # # # # # # #\n# . . . . . . . #\n# . # . . . . . #\n# . . . . . X # #\n# . X . . . . . #\n# @ # . . # . . #\n# . . X X . . . #\n# G . . . # . X #\n# # # # # # # # #\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | B | no | {"gym": "gridworld", "schema": "noul"} |
connect4.drop | {"turn": "Yellow (Y)", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . Y . . |\n| . . . . R . Y |\n| R R Y . Y . R |\n| R R Y Y Y R R |\n+===============+\n"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"4: Drop in Column 4",
"5: Drop in Column 5",
"3: Drop in Column 3",
"7: Drop in Column 7",
"6: Drop in Column 6",
"2: Drop in Column 2",
"1: Drop in Column 1"
] | D | 7 | {"gym": "connect4", "turn": "Y", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
word.definition | {"legend": "Choose the word that matches the definition.", "definition": "A mythical winged reptile"} | Which option matches the given definition? | [
"A",
"B",
"C",
"D"
] | [
"tunnel: tunnel",
"mirror: mirror",
"silver: silver",
"dragon: dragon"
] | D | dragon | {"gym": "word_games", "kind": "definition", "schema": "choice", "hard": false, "n_options": 4, "vocab_split": "train"} |
move | {"board_2d_map": "\n a b c d e f g h\n8 . . b q k . . r 8\n7 . p p p . p p p 7\n6 r . . . n n . . 6\n5 . . b N . . . . 5\n4 . . . . P . . . 4\n3 . . . . B . . . 3\n2 P P P . . P P P 2\n1 R . . . K . N R 1\n a b c d e f g h\n", "fen": "2bqk2r/1ppp1ppp/r3nn2/2bN4/4P3/4B3/PPP2PPP/R3K1NR w KQk - 0 10", "side_to_move": "w... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"d5c3: to c3",
"d5c7: to c7",
"f2f3: to f3",
"b2b4: to b4",
"e3c1: to c1",
"e1d2: to d2",
"e1c1: to c1",
"f2f4: to f4",
"e3h6: to h6",
"g2g3: to g3",
"e3g5: to g5",
"e1f1: to f1",
"c2c3: to c3",
"e3c5: to c5",
"b2b3: to b3",
"e1d1: to d1",
"e3d2: to d2",
"g1e2: to e2",
"a1c1: to ... | N | e3c5 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
nlp.cloze | {"sentence": "The fanhouse constructed by was abandoned by the CGW with the [___] of diesel locomotives by.", "legend": "Select the most contextually appropriate word to fill in the blank."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"uncollected: uncollected",
"acquisition: acquisition",
"appreciates: appreciates",
"hemispheres: hemispheres"
] | B | acquisition | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 61903, "answer_len": 11, "schema": "choice", "hard": false, "n_options": 4} |
debate.enough_evidence | {"question": "We should rewrite the backend in Rust", "side_b": {"label": "oppose", "claims": [{"text": "I dream in garbage collectors", "hard_evidence": false}, {"text": "Team has 1 Rust-experienced engineer", "hard_evidence": true}]}, "side_a": {"label": "support", "claims": [{"text": "p99 latency is 4x SLO on hot pa... | Is there enough hard evidence to decide confidently? Reply with one letter. | [
"A",
"B"
] | [
"no: Too thin or tied — needs more evidence",
"yes: Enough hard evidence to decide"
] | B | yes | {"gym": "debate_judge", "topic_id": "rewrite_backend", "topic_split": "train", "pro_ev": 2, "con_ev": 1, "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
gridworld.move | {"grid_map": "\n#########\n \n#..X##.X#\n \n#..#....#\n \n#.#.....#\n \n#.XG...##\n \n#...@...#\n \n#......##\n \n#########\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Move DOWN",
"RIGHT: Move RIGHT",
"UP: Move UP",
"LEFT: Move LEFT"
] | D | LEFT | {"gym": "gridworld", "grid_size": "9x8", "aug_rot_k": 1, "aug_flip_h": true, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
sokoban.deadlock_alert | {"grid_map": "\nTTTTT\nTa%%T\nT%%%T\nT%K%T\nT%%9T\nTTTTT\n", "legend": "'T': Wall, 'K': Player, 'a': Box, 'E': Target, '9': Box on target, 'D': Player on target, '%': Empty floor"} | Is any box currently trapped in an irreversible corner deadlock? | [
"A",
"B"
] | [
"yes: Deadlock detected",
"no: State is safe"
] | A | yes | {"gym": "sokoban", "schema": "noul", "aug_rot_k": 3, "aug_flip_h": true, "deadlock_synth": true, "symbol_remap": {"wall": "T", "player": "K", "box": "a", "target": "E", "box_on_target": "9", "player_on_target": "D", "floor": "%"}} |
game2048.slide | {"highest_tile": 128, "grid_map": "\n+------+------+------+------+\n| 128 | 8 | 2 | 8 |\n+------+------+------+------+\n| 2 | 4 | 16 | 8 |\n+------+------+------+------+\n| . | 4 | . | . |\n+------+------+------+------+\n| . | . | . | . |\n+------+------+------+------+\n", "... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"UP: Slide UP",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | B | UP | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 3, "aug_flip_h": false, "empty_cells_count": 7, "schema": "choice", "hard": false, "n_options": 4} |
debate.enough_evidence | {"side_b": {"label": "oppose", "claims": [{"text": "Critical path needs senior ownership now", "hard_evidence": true}, {"text": "Ramp cost exceeds budget this half", "hard_evidence": true}]}, "question": "We should hire more junior engineers", "rubric": "Prefer hard evidence over vibes; break ties toward the side with ... | Is there enough hard evidence to decide confidently? Reply with one letter. | [
"A",
"B"
] | [
"yes: Enough hard evidence to decide",
"no: Too thin or tied — needs more evidence"
] | A | yes | {"gym": "debate_judge", "topic_id": "hire_junior", "topic_split": "train", "pro_ev": 1, "con_ev": 2, "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
connect4.drop | {"legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Yellow (Y)", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . R |\n| Y . . . . R Y |\n| R R . . . Y Y |\n| R R . Y . Y R |\n| R Y R R . Y Y |\n+===============+\n"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"5: Drop in Column 5",
"3: Drop in Column 3",
"2: Drop in Column 2",
"4: Drop in Column 4",
"6: Drop in Column 6",
"7: Drop in Column 7",
"1: Drop in Column 1"
] | D | 4 | {"gym": "connect4", "turn": "Y", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
nlp.cloze | {"sentence": "Counties in Northern Ireland are no longer used for local governmental purposes but as in the Republic their traditional boundaries are [___] used for informal purposes such as sports leagues and in cultural or tourism contexts.", "legend": "Select the most contextually appropriate word to fill in the bla... | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"resin: resin",
"seiko: seiko",
"still: still",
"jamie: jamie"
] | C | still | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 13376, "answer_len": 5, "schema": "choice", "hard": false, "n_options": 4} |
gridworld.move | {"legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor", "grid_map": "\n# # # # # # #\n# . X X # # #\n# X @ . . . #\n# . X # . . #\n# . . . . . #\n# X . . . . #\n# . G . . . #\n# # # # # # #\n"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Move LEFT",
"DOWN: Move DOWN",
"UP: Move UP",
"RIGHT: Move RIGHT"
] | D | RIGHT | {"gym": "gridworld", "grid_size": "8x7", "aug_rot_k": 0, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
word.vowel_count | {"legend": "Count letters a,e,i,o,u only (not y).", "word": "lizard"} | How many vowel letters (a,e,i,o,u) are in 'lizard'? | [
"A",
"B",
"C",
"D"
] | [
"1: 1 vowels",
"2: 2 vowels",
"0: 0 vowels",
"3: 3 vowels"
] | B | 2 | {"gym": "word_games", "kind": "vowel_count", "schema": "choice", "hard": false, "n_options": 4, "vocab_split": "train"} |
game2048.slide | {"legend": "Numbers represent tile values; '.' represents an empty cell.", "highest_tile": 32, "grid_map": "\n+------+------+------+------+\n| 32 | 8 | 2 | 4 |\n+------+------+------+------+\n| 16 | 32 | . | . |\n+------+------+------+------+\n| 8 | . | . | . |\n+------+------+------+--... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Slide UP",
"LEFT: Slide LEFT",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | B | LEFT | {"gym": "game2048", "max_tile": 32, "aug_rot_k": 2, "aug_flip_h": false, "empty_cells_count": 7, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"highest_tile": 8, "grid_map": "\n+------+------+------+------+\n| . | . | 2 | 8 |\n+------+------+------+------+\n| . | . | . | 4 |\n+------+------+------+------+\n| 2 | . | . | . |\n+------+------+------+------+\n| . | . | . | . |\n+------+------+------+------+\n", "le... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Slide DOWN",
"LEFT: Slide LEFT",
"UP: Slide UP",
"RIGHT: Slide RIGHT"
] | C | UP | {"gym": "game2048", "max_tile": 8, "aug_rot_k": 0, "aug_flip_h": true, "empty_cells_count": 12, "schema": "choice", "hard": false, "n_options": 4} |
nlp.cloze | {"sentence": "As a [___] of maintaining a place in the promotion places during the first half of the season and his stabling influence on the club chairmen Julian Rhodes and Mark Lawn offered McCall a new contract in January.", "legend": "Select the most contextually appropriate word to fill in the blank."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"streak: streak",
"ipecac: ipecac",
"cornic: cornic",
"result: result"
] | D | result | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 31932, "answer_len": 6, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| 32 | 8 | . | . |\n+------+------+------+------+\n| 8 | 64 | 2 | 2 |\n+------+------+------+------+\n| 16 | 8 | . | . |\n+------+------+------+------+\n| 64 | 2 | . | . |\n+------+------+------+------+\n", "highest_tile": 64, "l... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"UP: Slide UP",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | A | LEFT | {"gym": "game2048", "max_tile": 64, "aug_rot_k": 1, "aug_flip_h": true, "empty_cells_count": 6, "schema": "choice", "hard": false, "n_options": 4} |
gridworld.move | {"legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor", "grid_map": "\n########\n \n#...@.G#\n \n##..##X#\n \n#..X.X.#\n \n##X.X..#\n \n#......#\n \n#......#\n \n########\n"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Move UP",
"LEFT: Move LEFT",
"DOWN: Move DOWN",
"RIGHT: Move RIGHT"
] | D | RIGHT | {"gym": "gridworld", "grid_size": "8x8", "aug_rot_k": 1, "aug_flip_h": true, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"highest_tile": 128, "grid_map": "\n+------+------+------+------+\n| 2 | . | . | . |\n+------+------+------+------+\n| 2 | 8 | 4 | . |\n+------+------+------+------+\n| 4 | 64 | 2 | . |\n+------+------+------+------+\n| 128 | 32 | 16 | 4 |\n+------+------+------+------+\n", "... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"UP: Slide UP",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | C | DOWN | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 3, "aug_flip_h": false, "empty_cells_count": 5, "schema": "choice", "hard": false, "n_options": 4} |
connect4.drop | {"legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . R . . . |\n| . . . Y . . Y |\n| . . . R . Y R |\n+===============+\n"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"3: Drop in Column 3",
"5: Drop in Column 5",
"7: Drop in Column 7",
"4: Drop in Column 4",
"6: Drop in Column 6",
"2: Drop in Column 2",
"1: Drop in Column 1"
] | E | 6 | {"gym": "connect4", "turn": "R", "aug_mirror_h": false, "schema": "choice", "hard": false, "n_options": 7} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| 4 | . | . | . |\n+------+------+------+------+\n| 4 | . | . | . |\n+------+------+------+------+\n| 16 | 8 | 4 | . |\n+------+------+------+------+\n| 2 | 4 | 8 | 256 |\n+------+------+------+------+\n", "highest_tile": 256, "... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT",
"LEFT: Slide LEFT",
"UP: Slide UP"
] | A | DOWN | {"gym": "game2048", "max_tile": 256, "aug_rot_k": 1, "aug_flip_h": false, "empty_cells_count": 7, "schema": "choice", "hard": false, "n_options": 4} |
alloc.pressure | {"policy": "Fund at most one request per step; prefer higher urgency among affordable.", "requests": [{"id": "oncall_stipend", "title": "On-call stipend top-up", "cost": 46, "urgency": 2}, {"id": "laptop_refresh", "title": "Engineer laptop refresh", "cost": 77, "urgency": 1}, {"id": "customer_refund_pool", "title": "Cu... | How constrained is the budget relative to demand? Pick one letter. | [
"A",
"B",
"C"
] | [
"2: high — demand exceeds budget",
"1: medium — close to capacity",
"0: low — budget comfortably covers demand"
] | A | 2 | {"gym": "resource_allocator", "schema_hint": "score", "ratio": 2.404494382022472, "schema": "choice", "hard": false, "n_options": 3} |
sokoban.deadlock_alert | {"grid_map": "\n#######\n# # #\n# # #\n# #$ #\n# @ #\n# . #\n#######\n", "legend": "'#': Wall, '@': Player, '$': Box, '.': Target, '*': Box on target, '+': Player on target, ' ': Empty floor"} | Is any box currently trapped in an irreversible corner deadlock? | [
"A",
"B"
] | [
"yes: Deadlock detected",
"no: State is safe"
] | B | no | {"gym": "sokoban", "schema": "noul"} |
debate.winner | {"side_a": {"label": "support", "claims": [{"text": "Attrition dropped 20% after remote policy", "hard_evidence": true}, {"text": "My friend likes remote", "hard_evidence": false}, {"text": "Hiring pipeline widened internationally", "hard_evidence": true}]}, "rubric": "Prefer hard evidence over vibes; break ties toward... | Who wins under the stated evidence policy? One Criteria letter. | [
"A",
"B"
] | [
"oppose: Side B — oppose the proposal",
"support: Side A — support the proposal"
] | B | support | {"gym": "debate_judge", "topic_id": "remote_first", "topic_split": "train", "pro_ev": 2, "con_ev": 1, "schema": "choice", "hard": false, "n_options": 2} |
gridworld.move | {"grid_map": "\n#######\n \n#..##.#\n \n#...X.#\n \n#.....#\n \n#X.#.@#\n \n#X..#.#\n \n#.....#\n \n#....G#\n \n#######\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C"
] | [
"DOWN: Move DOWN",
"LEFT: Move LEFT",
"RIGHT: Move RIGHT"
] | A | DOWN | {"gym": "gridworld", "grid_size": "7x9", "aug_rot_k": 1, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 3} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n b q k b n r 8\n7 p p p p . p p p 7\n6 . . . . . . . . 6\n5 . . . . p . . . 5\n4 . . . P . . . . 4\n3 . . . . . . . N 3\n2 P P P . P P P P 2\n1 R N B Q K B . R 1\n a b c d e f g h\n", "fen": "rnbqkbnr/pppp1ppp/8/4p3/3P4/7N/PPP1PPPP/RNBQKB1R b KQkq - 0 2", "side_to_move": "bl... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"h7h6: to h6",
"g7g5: to g5",
"h7h5: to h5",
"f8b4: to b4",
"f8c5: to c5",
"b7b6: to b6",
"g8f6: to f6",
"c7c6: to c6",
"d7d5: to d5",
"d8e7: to e7",
"f7f5: to f5",
"a7a6: to a6",
"b8a6: to a6",
"d8f6: to f6",
"c7c5: to c5",
"d7d6: to d6",
"e5d4: to d4",
"g7g6: to g6",
"b8c6: to ... | Q | e5d4 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
gridworld.move | {"legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor", "grid_map": "\n########\n \n#..G.XX#\n \n#..X#..#\n \n#@.#...#\n \n#.#....#\n \n#.#...X#\n \n#.....##\n \n########\n"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Move UP",
"LEFT: Move LEFT",
"DOWN: Move DOWN",
"RIGHT: Move RIGHT"
] | D | RIGHT | {"gym": "gridworld", "grid_size": "8x8", "aug_rot_k": 1, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
word.vowel_count | {"word": "xenon", "legend": "Count letters a,e,i,o,u only (not y)."} | How many vowel letters (a,e,i,o,u) are in 'xenon'? | [
"A",
"B",
"C",
"D"
] | [
"4: 4 vowels",
"2: 2 vowels",
"3: 3 vowels",
"0: 0 vowels"
] | B | 2 | {"gym": "word_games", "kind": "vowel_count", "schema": "choice", "hard": false, "n_options": 4, "vocab_split": "train"} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n b q k b n r 8\n7 p p p p p p p p 7\n6 . . . . . . . . 6\n5 . . . . . . . . 5\n4 . . . . P . . . 4\n3 . . . . . . . . 3\n2 P P P P . P P P 2\n1 R N B Q K B N R 1\n a b c d e f g h\n", "fen": "rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq - 0 1", "side_to_move": "black... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T"
] | [
"g8f6: to f6",
"b7b5: to b5",
"f7f6: to f6",
"f7f5: to f5",
"e7e6: to e6",
"g8h6: to h6",
"b8c6: to c6",
"c7c5: to c5",
"e7e5: to e5",
"d7d5: to d5",
"h7h6: to h6",
"b7b6: to b6",
"c7c6: to c6",
"d7d6: to d6",
"h7h5: to h5",
"b8a6: to a6",
"a7a5: to a5",
"g7g6: to g6",
"a7a6: to ... | H | c7c5 | {"label_source": "stockfish", "n_options": 20, "gym": "chess"} |
debate.confidence | {"question": "Remote-first improves productivity", "side_a": {"label": "support", "claims": [{"text": "Attrition dropped 20% after remote policy", "hard_evidence": true}, {"text": "Hiring pipeline widened internationally", "hard_evidence": true}]}, "rubric": "Prefer hard evidence over vibes; break ties toward the side ... | Rate decision confidence from the evidence balance. One letter. | [
"A",
"B",
"C"
] | [
"1: medium confidence",
"2: high confidence",
"0: low confidence"
] | A | 1 | {"gym": "debate_judge", "topic_id": "remote_first", "topic_split": "train", "pro_ev": 2, "con_ev": 1, "schema_hint": "score", "schema": "choice", "hard": false, "n_options": 3} |
debate.confidence | {"side_a": {"label": "support", "claims": [{"text": "Fridays feel lucky", "hard_evidence": false}]}, "rubric": "Prefer hard evidence over vibes; break ties toward the side with more hard evidence.", "side_b": {"label": "oppose", "claims": [{"text": "Last Friday deploy caused a Sev-1", "hard_evidence": true}, {"text": "... | Confidence score for this adjudication — pick one Criteria letter. | [
"A",
"B",
"C"
] | [
"1: medium confidence",
"2: high confidence",
"0: low confidence"
] | B | 2 | {"gym": "debate_judge", "topic_id": "deploy_friday", "topic_split": "train", "pro_ev": 0, "con_ev": 2, "schema_hint": "score", "schema": "choice", "hard": false, "n_options": 3} |
nlp.cloze | {"legend": "Select the most contextually appropriate word to fill in the blank.", "sentence": "They are [___] known for their screams as referenced in some of their common names although these screams are often misinterpreted to be the calls of other animals."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"torv: torv",
"jake: jake",
"well: well",
"duan: duan"
] | C | well | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 41271, "answer_len": 4, "schema": "choice", "hard": false, "n_options": 4} |
gridworld.hazard_alert | {"grid_map": "\n# # # # # # # # #\n# G . X . . . . #\n# X . @ X # . . #\n# . . . X # . . #\n# . . . . . . # #\n# # X . . . X . #\n# . . . # # # . #\n# # # # # # # # #\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | A | yes | {"gym": "gridworld", "schema": "noul"} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r . . q k . . r 8\n7 . p p b . p p p 7\n6 p . . . . . . . 6\n5 . . . . p . . . 5\n4 . . . . P . . . 4\n3 . . . P . N . . 3\n2 P P . . B K P P 2\n1 R N B Q . . . R 1\n a b c d e f g h\n", "fen": "r2qk2r/1ppb1ppp/p7/4p3/4P3/3P1N2/PP2BKPP/RNBQ3R b kq - 0 9", "side_to_move": "black... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"h8g8: to g8",
"d7h3: to h3",
"d8b8: to b8",
"a6a5: to a5",
"d7f5: to f5",
"e8f8: to f8",
"g7g6: to g6",
"d8g5: to g5",
"b7b6: to b6",
"h8f8: to f8",
"d7g4: to g4",
"d8h4: to h4",
"f7f6: to f6",
"h7h6: to h6",
"b7b5: to b5",
"d7b5: to b5",
"d8e7: to e7",
"g7g5: to g5",
"c7c6: to ... | Y | e8g8 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
gridworld.move | {"grid_map": "\n# # # # # # #\n# . . . # X #\n# @ . G # . #\n# . . X . X #\n# . . . . . #\n# X . . # # #\n# . . . . X #\n# # . X . . #\n# # # # # # #\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"UP: Move UP",
"DOWN: Move DOWN",
"LEFT: Move LEFT"
] | A | RIGHT | {"gym": "gridworld", "grid_size": "9x7", "aug_rot_k": 0, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
gridworld.move | {"legend": "'K': Wall, '&': Player, 'R': Goal, 'u': Deadly Trap, 'q': Floor", "grid_map": "\nK K K K K K K K\nK q q K K K q K\nK q q K q q q K\nK q & q q q q K\nK q u q q q R K\nK q q q q q q K\nK u q q q u q K\nK q q K q u q K\nK K K K K K K K\n"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Move LEFT",
"RIGHT: Move RIGHT",
"UP: Move UP",
"DOWN: Move DOWN"
] | B | RIGHT | {"gym": "gridworld", "grid_size": "9x8", "aug_rot_k": 0, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "K", "player": "&", "goal": "R", "hazard": "u", "floor": "q"}, "schema": "choice", "hard": false, "n_options": 4} |
connect4.drop | {"legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . Y . . . . . |\n| . R . . . . . |\n| Y R Y . . R . |\n| Y R Y R R Y . |\n+===============+\n"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"5: Drop in Column 5",
"7: Drop in Column 7",
"1: Drop in Column 1",
"2: Drop in Column 2",
"6: Drop in Column 6",
"4: Drop in Column 4",
"3: Drop in Column 3"
] | B | 7 | {"gym": "connect4", "turn": "R", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
gridworld.hazard_alert | {"grid_map": "\n# # # # # # #\n# . G . . . #\n# # . . . # #\n# X . . X . #\n# . . . . @ #\n# # . X . . #\n# # # # # # #\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | B | no | {"gym": "gridworld", "schema": "noul"} |
connect4.threat_alert | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| R . . . . . . |\n+===============+\n", "turn": "Yellow (Y)", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7."} | Does the opponent have an immediate 4-in-a-row winning threat next turn? | [
"A",
"B"
] | [
"yes: Opponent has a 4-in-a-row threat next turn",
"no: No immediate winning threat from opponent"
] | B | no | {"gym": "connect4", "schema": "noul"} |
sokoban.direction | {"grid_map": "\n########\n# . $ #\n# @#\n# * #\n########\n", "legend": "'#': Wall, '@': Player, '$': Box, '.': Target, '*': Box on target, '+': Player on target, ' ': Empty floor"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"UP: Move UP",
"DOWN: Move DOWN",
"LEFT: Move LEFT"
] | B | UP | {"gym": "sokoban", "level_size": "5x8", "aug_rot_k": 0, "aug_flip_h": false, "symbol_remap": {"wall": "#", "player": "@", "box": "$", "target": ".", "box_on_target": "*", "player_on_target": "+", "floor": " "}, "schema": "choice", "hard": false, "n_options": 4} |
alloc.can_fund_all | {"currency": "USD", "requests": [{"id": "design_sprint", "title": "Design sprint facilitator", "cost": 33, "urgency": 0}, {"id": "customer_refund_pool", "title": "Customer refund reserve", "cost": 60, "urgency": 2}, {"id": "marketing_campaign", "title": "Q3 marketing campaign", "cost": 119, "urgency": 1}], "budget_rema... | Can we fund ALL remaining requests within the budget? Reply with one letter. | [
"A",
"B"
] | [
"no: Budget is insufficient for all requests",
"yes: Budget covers the sum of all request costs"
] | A | no | {"gym": "resource_allocator", "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
alloc.fund_next | {"policy": "Fund at most one request per step; prefer higher urgency among affordable.", "budget_remaining": 275, "currency": "USD", "requests": [{"id": "compliance_audit", "title": "Compliance audit support", "cost": 77, "urgency": 3}, {"id": "docs_rewrite", "title": "Docs rewrite contractor", "cost": 32, "urgency": 0... | Given budget_remaining and urgencies, which request wins? One letter. | [
"A",
"B",
"C"
] | [
"docs_rewrite: Docs rewrite contractor (cost=32, urgency=0)",
"marketing_campaign: Q3 marketing campaign (cost=116, urgency=1)",
"compliance_audit: Compliance audit support (cost=77, urgency=3)"
] | C | compliance_audit | {"gym": "resource_allocator", "schema": "choice", "hard": false, "n_options": 3} |
connect4.drop | {"legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . Y . . . . . |\n| . R . . . . . |\n| . R . . . . . |\n| Y R R Y Y . . |\n| R Y R Y R Y . |\n+===============+\n", "turn": "Red (R)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"6: Drop in Column 6",
"3: Drop in Column 3",
"2: Drop in Column 2",
"7: Drop in Column 7",
"1: Drop in Column 1",
"4: Drop in Column 4",
"5: Drop in Column 5"
] | C | 2 | {"gym": "connect4", "turn": "R", "aug_mirror_h": false, "schema": "choice", "hard": false, "n_options": 7} |
alloc.can_fund_all | {"budget_remaining": 256, "requests": [{"id": "marketing_campaign", "title": "Q3 marketing campaign", "cost": 115, "urgency": 1}, {"id": "office_snacks", "title": "Office snacks", "cost": 22, "urgency": 0}, {"id": "customer_refund_pool", "title": "Customer refund reserve", "cost": 63, "urgency": 2}, {"id": "ml_experime... | Would summing all costs fit under budget_remaining? Answer with one letter. | [
"A",
"B"
] | [
"yes: Budget covers the sum of all request costs",
"no: Budget is insufficient for all requests"
] | B | no | {"gym": "resource_allocator", "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
nlp.cloze | {"legend": "Select the most contextually appropriate word to fill in the blank.", "sentence": "NSS derived most of its revenue from the operation of restaurants at [___] stations in this amounted to."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"railway: railway",
"mohenjo: mohenjo",
"lioness: lioness",
"magheru: magheru"
] | A | railway | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 37886, "answer_len": 7, "schema": "choice", "hard": false, "n_options": 4} |
ticket.needs_human | {"ticket": {"subject": "Need enterprise pricing for 200 seats", "body": "What plan is best for a 200 person team? They have waited 1 days. Segment=free.", "tier": "free", "priority": "p2", "wait_days": 1}, "channel": "email"} | Can a bot handle this safely, or must a person intervene? One letter. | [
"A",
"B"
] | [
"no: Safe for bot / routine",
"yes: Needs a human (money, legal, anger, long wait, outage)"
] | A | no | {"gym": "ticket_dungeon", "schema_hint": "noul", "schema": "choice", "hard": false, "n_options": 2} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . R . R . . . |\n| Y Y . R Y . . |\n+===============+\n", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"5: Drop in Column 5",
"6: Drop in Column 6",
"1: Drop in Column 1",
"2: Drop in Column 2",
"4: Drop in Column 4",
"7: Drop in Column 7",
"3: Drop in Column 3"
] | G | 3 | {"gym": "connect4", "turn": "R", "aug_mirror_h": false, "schema": "choice", "hard": false, "n_options": 7} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| 2 | 64 | . | 2 |\n+------+------+------+------+\n| 4 | 8 | 2 | . |\n+------+------+------+------+\n| 64 | 16 | 4 | . |\n+------+------+------+------+\n| 128 | 4 | 16 | 8 |\n+------+------+------+------+\n", "legend": "Numbers rep... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"RIGHT: Slide RIGHT",
"UP: Slide UP",
"DOWN: Slide DOWN"
] | C | UP | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 1, "aug_flip_h": false, "empty_cells_count": 3, "schema": "choice", "hard": false, "n_options": 4} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r . b . k . r . 8\n7 p p . n . p . n 7\n6 . . . . . . . p 6\n5 . . . p . . p . 5\n4 . . p P . B . . 4\n3 . . P . P N . . 3\n2 P . B K . P P P 2\n1 R . . Q . . . R 1\n a b c d e f g h\n", "fen": "r1b1k1r1/pp1n1p1n/7p/3p2p1/2pP1B2/2P1PN2/P1BK1PPP/R2Q3R w q - 0 15", "side_to_move"... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"a2a3: to a3",
"f4c7: to c7",
"h2h4: to h4",
"a1b1: to b1",
"h2h3: to h3",
"f4g5: to g5",
"f3g1: to g1",
"a1c1: to c1",
"g2g3: to g3",
"f4e5: to e5",
"d1f1: to f1",
"f3e5: to e5",
"d2c1: to c1",
"c2d3: to d3",
"f3e1: to e1",
"f4g3: to g3",
"d1g1: to g1",
"d1b1: to b1",
"d1e1: to ... | B | f4c7 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
gridworld.move | {"legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor", "grid_map": "\n# # # # # # #\n# # X . # . #\n# . . . # . #\n# . X @ . # #\n# . . G . . #\n# # X . . . #\n# # . . . . #\n# # # # # # #\n"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Move DOWN",
"UP: Move UP",
"LEFT: Move LEFT",
"RIGHT: Move RIGHT"
] | A | DOWN | {"gym": "gridworld", "grid_size": "8x7", "aug_rot_k": 2, "aug_flip_h": true, "spawn": "random", "symbol_remap": {"wall": "#", "player": "@", "goal": "G", "hazard": "X", "floor": "."}, "schema": "choice", "hard": false, "n_options": 4} |
sokoban.direction | {"legend": "'8': Wall, 'E': Player, 'U': Box, 'e': Target, 'T': Box on target, 'Z': Player on target, 'c': Empty floor", "grid_map": "\n888888\n8cccc8\n8cccT8\n8UEcc8\n8ec8c8\n8cccc8\n8cccc8\n888888\n"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"LEFT: Move LEFT",
"DOWN: Move DOWN",
"UP: Move UP"
] | D | UP | {"gym": "sokoban", "level_size": "6x8", "aug_rot_k": 3, "aug_flip_h": false, "symbol_remap": {"wall": "8", "player": "E", "box": "U", "target": "e", "box_on_target": "T", "player_on_target": "Z", "floor": "c"}, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"legend": "Numbers represent tile values; '.' represents an empty cell.", "highest_tile": 64, "grid_map": "\n+------+------+------+------+\n| 64 | 8 | . | . |\n+------+------+------+------+\n| 4 | 32 | 4 | 2 |\n+------+------+------+------+\n| 8 | 64 | 8 | . |\n+------+------+------+--... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Slide UP",
"LEFT: Slide LEFT",
"RIGHT: Slide RIGHT",
"DOWN: Slide DOWN"
] | A | UP | {"gym": "game2048", "max_tile": 64, "aug_rot_k": 2, "aug_flip_h": false, "empty_cells_count": 4, "schema": "choice", "hard": false, "n_options": 4} |
alloc.pressure | {"currency": "USD", "policy": "Fund at most one request per step; prefer higher urgency among affordable.", "budget_remaining": 291, "requests": [{"id": "docs_rewrite", "title": "Docs rewrite contractor", "cost": 42, "urgency": 0}, {"id": "marketing_campaign", "title": "Q3 marketing campaign", "cost": 120, "urgency": 1... | How constrained is the budget relative to demand? Pick one letter. | [
"A",
"B",
"C"
] | [
"2: high — demand exceeds budget",
"1: medium — close to capacity",
"0: low — budget comfortably covers demand"
] | B | 1 | {"gym": "resource_allocator", "schema_hint": "score", "ratio": 0.9965635738831615, "schema": "choice", "hard": false, "n_options": 3} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n . q k b . r 8\n7 p p p b . p p p 7\n6 . . . . . N . . 6\n5 . . . . . . . . 5\n4 . . . P . . . . 4\n3 . . . . . . . . 3\n2 P P . . P P P P 2\n1 R . B Q K B N R 1\n a b c d e f g h\n", "fen": "rn1qkb1r/pppb1ppp/5N2/8/3P4/8/PP2PPPP/R1BQKBNR b KQkq - 0 6", "side_to_move": "blac... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C"
] | [
"d8f6: to f6",
"e8e7: to e7",
"g7f6: to f6"
] | A | d8f6 | {"label_source": "stockfish", "n_options": 3, "gym": "chess"} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| Y . . . . . . |\n| R . . . . . . |\n| R . . . R . . |\n| Y . R . Y . . |\n| Y R R . Y R . |\n| Y R Y . Y R Y |\n+===============+\n", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"2: Drop in Column 2",
"3: Drop in Column 3",
"6: Drop in Column 6",
"7: Drop in Column 7",
"5: Drop in Column 5",
"1: Drop in Column 1",
"4: Drop in Column 4"
] | C | 6 | {"gym": "connect4", "turn": "R", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
game2048.overflow_alert | {"grid_map": "\n+------+------+------+------+\n| 128 | 2 | 4 | 2 |\n+------+------+------+------+\n| 64 | 16 | 8 | 4 |\n+------+------+------+------+\n| . | 16 | 32 | 2 |\n+------+------+------+------+\n| 2 | . | 8 | 4 |\n+------+------+------+------+\n", "legend": "Numbers rep... | Is the 2048 board currently in immediate danger of overflowing and game over? | [
"A",
"B"
] | [
"yes: Grid almost full (danger of game over)",
"no: Grid has sufficient space"
] | A | yes | {"gym": "game2048", "schema": "noul", "empty_cells_count": 2} |
sokoban.direction | {"legend": "'x': Wall, 'a': Player, 'Q': Box, 'B': Target, 'Y': Box on target, 'F': Player on target, 'n': Empty floor", "grid_map": "\nxxxxxx\nxnannx\nxnQnnx\nxnBnnx\nxxxxxx\n"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Move LEFT",
"RIGHT: Move RIGHT",
"DOWN: Move DOWN",
"UP: Move UP"
] | C | DOWN | {"gym": "sokoban", "level_size": "5x6", "aug_rot_k": 2, "aug_flip_h": false, "symbol_remap": {"wall": "x", "player": "a", "box": "Q", "target": "B", "box_on_target": "Y", "player_on_target": "F", "floor": "n"}, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"highest_tile": 128, "legend": "Numbers represent tile values; '.' represents an empty cell.", "grid_map": "\n+------+------+------+------+\n| . | . | . | 2 |\n+------+------+------+------+\n| . | . | 4 | 16 |\n+------+------+------+------+\n| . | 16 | 128 | 4 |\n+------+------+------+-... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT",
"UP: Slide UP"
] | A | LEFT | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 0, "aug_flip_h": true, "empty_cells_count": 6, "schema": "choice", "hard": false, "n_options": 4} |
nlp.cloze | {"sentence": "The giraffe tongue idea has also been incorrectly attributed to [___] via a broken lower jaw.", "legend": "Select the most contextually appropriate word to fill in the blank."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"dollo: dollo",
"scapa: scapa",
"pansy: pansy",
"allat: allat"
] | A | dollo | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 60632, "answer_len": 5, "schema": "choice", "hard": false, "n_options": 4} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . Y |\n| . . . . R . R |\n| R R . . Y . Y |\n+===============+\n", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Yellow (Y)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"4: Drop in Column 4",
"5: Drop in Column 5",
"1: Drop in Column 1",
"2: Drop in Column 2",
"3: Drop in Column 3",
"6: Drop in Column 6",
"7: Drop in Column 7"
] | F | 6 | {"gym": "connect4", "turn": "Y", "aug_mirror_h": false, "schema": "choice", "hard": false, "n_options": 7} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . R . . . . . |\n| . Y . . . . . |\n| . R . Y . . . |\n| . R Y R . . . |\n| . Y Y R R . Y |\n+===============+\n", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"5: Drop in Column 5",
"4: Drop in Column 4",
"1: Drop in Column 1",
"3: Drop in Column 3",
"2: Drop in Column 2",
"6: Drop in Column 6",
"7: Drop in Column 7"
] | F | 6 | {"gym": "connect4", "turn": "R", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
alloc.pressure | {"policy": "Fund at most one request per step; prefer higher urgency among affordable.", "budget_remaining": 288, "requests": [{"id": "customer_refund_pool", "title": "Customer refund reserve", "cost": 51, "urgency": 2}, {"id": "hiring_bonus", "title": "Hiring referral bonuses", "cost": 54, "urgency": 1}, {"id": "ml_ex... | How constrained is the budget relative to demand? Pick one letter. | [
"A",
"B",
"C"
] | [
"2: high — demand exceeds budget",
"1: medium — close to capacity",
"0: low — budget comfortably covers demand"
] | B | 1 | {"gym": "resource_allocator", "schema_hint": "score", "ratio": 0.9930555555555556, "schema": "choice", "hard": false, "n_options": 3} |
gridworld.hazard_alert | {"grid_map": "\n%%%%%%%%\n \n%8f%88f%\n \n%8888%8%\n \n%88888f%\n \n%888f%8%\n \n%88f888%\n \n%888h8F%\n \n%888888%\n \n%%%%%%%%\n", "legend": "'%': Wall, 'h': Player, 'F': Goal, 'f': Deadly Trap, '8': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | B | no | {"gym": "gridworld", "schema": "noul"} |
game2048.overflow_alert | {"grid_map": "\n+------+------+------+------+\n| 16 | . | . | . |\n+------+------+------+------+\n| 2 | 8 | 2 | 2 |\n+------+------+------+------+\n| 8 | 64 | 16 | 2 |\n+------+------+------+------+\n| 128 | 16 | 8 | . |\n+------+------+------+------+\n", "legend": "Numbers rep... | Is the 2048 board currently in immediate danger of overflowing and game over? | [
"A",
"B"
] | [
"yes: Grid almost full (danger of game over)",
"no: Grid has sufficient space"
] | B | no | {"gym": "game2048", "schema": "noul", "empty_cells_count": 4} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r . b q k b . r 8\n7 p p p p . p p p 7\n6 . . n . . . . . 6\n5 . B . . p . . . 5\n4 . . . . n . . . 4\n3 . . . . . N . . 3\n2 P P P P . P P P 2\n1 R N B Q . R K . 1\n a b c d e f g h\n", "fen": "r1bqkb1r/pppp1ppp/2n5/1B2p3/4n3/5N2/PPPP1PPP/RNBQ1RK1 w kq - 0 5", "side_to_move": ... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"d2d3: to d3",
"b5c6: to c6",
"g2g4: to g4",
"f3g5: to g5",
"g2g3: to g3",
"c2c3: to c3",
"b5c4: to c4",
"b5a6: to a6",
"b5d3: to d3",
"b2b4: to b4",
"d1e2: to e2",
"g1h1: to h1",
"h2h3: to h3",
"f3e1: to e1",
"h2h4: to h4",
"f3e5: to e5",
"b1a3: to a3",
"a2a4: to a4",
"f3d4: to ... | X | f1e1 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
gridworld.hazard_alert | {"grid_map": "\nsssssssss\n \nsvvrrvvvs\n \nsvv6vvvvs\n \nsvvvvYvvs\n \nssvvrssvs\n \nsvvvvvvvs\n \nsvvvrvvvs\n \nsssssssss\n", "legend": "'s': Wall, 'Y': Player, '6': Goal, 'r': Deadly Trap, 'v': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | B | no | {"gym": "gridworld", "schema": "noul"} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| Y R R Y . R . |\n+===============+\n", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Yellow (Y)"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"2: Drop in Column 2",
"6: Drop in Column 6",
"4: Drop in Column 4",
"1: Drop in Column 1",
"5: Drop in Column 5",
"7: Drop in Column 7",
"3: Drop in Column 3"
] | D | 1 | {"gym": "connect4", "turn": "Y", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
word.one_edit | {"base_word": "needle", "legend": "Exactly one letter differs from the base word."} | Which option differs from 'needle' by exactly one letter? | [
"A",
"B",
"C",
"D"
] | [
"queen: queen",
"barrel: barrel",
"neegle: neegle",
"ribbon: ribbon"
] | C | neegle | {"gym": "word_games", "kind": "one_edit", "base": "needle", "schema": "choice", "hard": false, "n_options": 4, "vocab_split": "train"} |
ca.pop_parity | {"rule": "B3/S123", "legend": "Cellular automaton rule B3/S123 (B3/S123): a dead cell becomes live with exactly {3} neighbors; a live cell stays live with {1, 2, 3} neighbors; otherwise dies/stays dead. 'O'=live, '.'=dead. Torus=no (edges have fewer neighbors).", "n_steps": 1, "grid_map": "\n.OOO.OO.\n.O.OOOO.\n.OO..OO... | Apply the legend rule for exactly 1 step(s). Will the number of live cells be even or odd? | [
"A",
"B"
] | [
"odd: Odd live count",
"even: Even live count"
] | A | odd | {"gym": "cellular_automata", "rule": "B3/S123", "n_steps": 1, "grid_size": "8x8", "live_after": 25, "schema": "choice", "hard": false, "n_options": 2} |
nlp.cloze | {"legend": "Select the most contextually appropriate word to fill in the blank.", "sentence": "The Road to episodes which have aired throughout various seasons of Family Guy were [___] by the Road to."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"inspired: inspired",
"golconda: golconda",
"concepci: concepci",
"stransky: stransky"
] | A | inspired | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 49377, "answer_len": 8, "schema": "choice", "hard": false, "n_options": 4} |
ticket.urgency | {"ticket": {"subject": "Need enterprise pricing for 200 seats", "body": "From customer (free): Interested in enterprise pricing and a demo. SLA wait=1d priority=p3.", "tier": "free", "priority": "p3", "wait_days": 1}, "channel": "chat"} | Urgency classification — choose exactly one Criteria letter. | [
"A",
"B",
"C"
] | [
"1: medium — same day",
"0: low — can wait",
"2: high — immediate"
] | B | 0 | {"gym": "ticket_dungeon", "schema_hint": "score", "urgency": 0, "schema": "choice", "hard": false, "n_options": 3} |
debate.winner | {"side_a": {"label": "support", "claims": [{"text": "Staging tests are green", "hard_evidence": true}, {"text": "Fridays feel lucky", "hard_evidence": false}, {"text": "Customers asked for the fix this week", "hard_evidence": true}]}, "side_b": {"label": "oppose", "claims": [{"text": "On-call coverage is thin on weeken... | Given the claims and evidence flags, who should win the debate? One letter. | [
"A",
"B"
] | [
"support: Side A — support the proposal",
"oppose: Side B — oppose the proposal"
] | A | support | {"gym": "debate_judge", "topic_id": "deploy_friday", "topic_split": "train", "pro_ev": 2, "con_ev": 1, "schema": "choice", "hard": false, "n_options": 2} |
game2048.slide | {"highest_tile": 64, "legend": "Numbers represent tile values; '.' represents an empty cell.", "grid_map": "\n+------+------+------+------+\n| . | . | . | . |\n+------+------+------+------+\n| . | 2 | . | . |\n+------+------+------+------+\n| 2 | 16 | . | 2 |\n+------+------+------+--... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Slide RIGHT",
"LEFT: Slide LEFT",
"UP: Slide UP",
"DOWN: Slide DOWN"
] | A | RIGHT | {"gym": "game2048", "max_tile": 64, "aug_rot_k": 2, "aug_flip_h": true, "empty_cells_count": 8, "schema": "choice", "hard": false, "n_options": 4} |
ticket.urgency | {"ticket": {"subject": "Thanks — just saying hello", "body": "Thread summary — Where can I find documentation? | wait_days=2 | tier=enterprise | priority=p2", "tier": "enterprise", "priority": "p2", "wait_days": 2}, "channel": "phone"} | Assign an urgency score using the listed levels. One letter. | [
"A",
"B",
"C"
] | [
"2: high — immediate",
"0: low — can wait",
"1: medium — same day"
] | B | 0 | {"gym": "ticket_dungeon", "schema_hint": "score", "urgency": 0, "schema": "choice", "hard": false, "n_options": 3} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n . q . b . r 8\n7 . p . . k p p p 7\n6 p . p . . . . . 6\n5 . . . . N . . . 5\n4 P n B . . . . . 4\n3 . . . . . . . b 3\n2 . P P P . P P P 2\n1 R N B Q K R . . 1\n a b c d e f g h\n", "fen": "rn1q1b1r/1p2kppp/p1p5/4N3/PnB5/7b/1PPP1PPP/RNBQKR2 w Q - 1 10", "side_to_move": "wh... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"c4e2: to e2",
"a4a5: to a5",
"g2h3: to h3",
"a1a3: to a3",
"c4b3: to b3",
"c4a6: to a6",
"c4e6: to e6",
"d2d4: to d4",
"d2d3: to d3",
"b1c3: to c3",
"e5d3: to d3",
"e5c6: to c6",
"e5d7: to d7",
"f2f3: to f3",
"b2b3: to b3",
"c4f7: to f7",
"g2g4: to g4",
"d1g4: to g4",
"a1a2: to ... | C | g2h3 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
game2048.slide | {"highest_tile": 64, "grid_map": "\n+------+------+------+------+\n| 64 | 2 | 2 | . |\n+------+------+------+------+\n| 16 | . | . | . |\n+------+------+------+------+\n| 8 | 16 | 4 | . |\n+------+------+------+------+\n| 8 | . | . | . |\n+------+------+------+------+\n", "l... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"UP: Slide UP",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | A | LEFT | {"gym": "game2048", "max_tile": 64, "aug_rot_k": 0, "aug_flip_h": false, "empty_cells_count": 8, "schema": "choice", "hard": false, "n_options": 4} |
gridworld.hazard_alert | {"grid_map": "\n# # # # # # # # #\n# . . . . . . . #\n# . . . . X . # #\n# . . G @ . . # #\n# . . . . # # . #\n# . # X . . . . #\n# . . . . X . . #\n# . # . . X . . #\n# # # # # # # # #\n", "legend": "'#': Wall, '@': Player, 'G': Goal, 'X': Deadly Trap, '.': Floor"} | Is the player (@) currently adjacent to a deadly trap (X)? | [
"A",
"B"
] | [
"yes: Immediate deadly trap nearby",
"no: Surroundings safe"
] | B | no | {"gym": "gridworld", "schema": "noul"} |
gridworld.move | {"grid_map": "\nY Y Y Y Y Y Y Y\nY c c Y c c c Y\nY Y Y c c V c Y\nY c V M c c V Y\nY c c c V c Y Y\nY c c 2 c c c Y\nY c Y c c c c Y\nY c c V c c V Y\nY Y Y Y Y Y Y Y\n", "legend": "'Y': Wall, '2': Player, 'M': Goal, 'V': Deadly Trap, 'c': Floor"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Move DOWN",
"RIGHT: Move RIGHT",
"UP: Move UP",
"LEFT: Move LEFT"
] | C | UP | {"gym": "gridworld", "grid_size": "9x8", "aug_rot_k": 0, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "Y", "player": "2", "goal": "M", "hazard": "V", "floor": "c"}, "schema": "choice", "hard": false, "n_options": 4} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n b q k b n r 8\n7 p p p p p p p p 7\n6 . . . . . . . . 6\n5 . . . . . . . . 5\n4 . . . . P . . . 4\n3 . . . . . . . . 3\n2 P P P P . P P P 2\n1 R N B Q K B N R 1\n a b c d e f g h\n", "fen": "rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq - 0 1", "side_to_move": "black... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T"
] | [
"b7b5: to b5",
"e7e6: to e6",
"e7e5: to e5",
"a7a6: to a6",
"c7c5: to c5",
"d7d6: to d6",
"a7a5: to a5",
"b7b6: to b6",
"g7g5: to g5",
"b8c6: to c6",
"g7g6: to g6",
"b8a6: to a6",
"c7c6: to c6",
"g8f6: to f6",
"h7h6: to h6",
"h7h5: to h5",
"f7f6: to f6",
"f7f5: to f5",
"d7d5: to ... | E | c7c5 | {"label_source": "stockfish", "n_options": 20, "gym": "chess"} |
nlp.cloze | {"sentence": "He finally realizes that the page had to have been left by [___] s mother Laura to catch his attention.", "legend": "Select the most contextually appropriate word to fill in the blank."} | Which word correctly completes the sentence? Reply with one option letter. | [
"A",
"B",
"C",
"D"
] | [
"idlers: idlers",
"dillon: dillon",
"veiled: veiled",
"knifey: knifey"
] | B | dillon | {"gym": "nlp_cloze", "kind": "cloze", "corpus": "wikitext-2-raw-v1", "corpus_split": "train", "doc_id": 9802, "answer_len": 6, "schema": "choice", "hard": false, "n_options": 4} |
sokoban.deadlock_alert | {"grid_map": "\nwwwwwww\nwswsssw\nwsY6ssw\nwsss5sw\nwwwwwww\n", "legend": "'w': Wall, 'Y': Player, '6': Box, '5': Target, 'y': Box on target, 'S': Player on target, 's': Empty floor"} | Is any box currently trapped in an irreversible corner deadlock? | [
"A",
"B"
] | [
"yes: Deadlock detected",
"no: State is safe"
] | B | no | {"gym": "sokoban", "schema": "noul"} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r . b q k . . r 8\n7 p p p p b p . p 7\n6 . . n . . . p . 6\n5 . B . . . . . . 5\n4 . . . p n . . . 4\n3 P . . P . . . . 3\n2 . P P . . P P P 2\n1 R N B Q . R K . 1\n a b c d e f g h\n", "fen": "r1bqk2r/ppppbp1p/2n3p1/1B6/3pn3/P2P4/1PP2PPP/RNBQ1RK1 b kq - 0 8", "side_to_move": ... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"e7c5: to c5",
"e4c5: to c5",
"e7g5: to g5",
"c6b8: to b8",
"e4d2: to d2",
"e7a3: to a3",
"e7f8: to f8",
"f7f5: to f5",
"g6g5: to g5",
"a7a5: to a5",
"b7b6: to b6",
"f7f6: to f6",
"e7h4: to h4",
"h7h5: to h5",
"a7a6: to a6",
"e4g5: to g5",
"c6b4: to b4",
"e4d6: to d6",
"c6e5: to ... | R | e4d6 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
game2048.slide | {"legend": "Numbers represent tile values; '.' represents an empty cell.", "grid_map": "\n+------+------+------+------+\n| . | . | . | . |\n+------+------+------+------+\n| . | 2 | . | 2 |\n+------+------+------+------+\n| . | . | 2 | 4 |\n+------+------+------+------+\n| . | 4... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Slide UP",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT",
"LEFT: Slide LEFT"
] | C | RIGHT | {"gym": "game2048", "max_tile": 32, "aug_rot_k": 3, "aug_flip_h": true, "empty_cells_count": 9, "schema": "choice", "hard": false, "n_options": 4} |
connect4.drop | {"grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . R |\n| . . . . . . Y |\n| . . . . . . R |\n| . . . . R . Y |\n| R R Y . R . Y |\n| R R Y Y Y R Y |\n+===============+\n", "turn": "Yellow (Y)", "legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7."} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"7: Drop in Column 7",
"1: Drop in Column 1",
"5: Drop in Column 5",
"6: Drop in Column 6",
"3: Drop in Column 3",
"4: Drop in Column 4",
"2: Drop in Column 2"
] | C | 5 | {"gym": "connect4", "turn": "Y", "aug_mirror_h": false, "schema": "choice", "hard": false, "n_options": 7} |
sokoban.direction | {"grid_map": "\nyyyyy\nyxxhy\nyxxty\nyxxVy\nyxxxy\nyyxxy\nyxxxy\nyyyyy\n", "legend": "'y': Wall, 'h': Player, 't': Box, 'V': Target, '5': Box on target, 'c': Player on target, 'x': Empty floor"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Move DOWN",
"LEFT: Move LEFT",
"UP: Move UP",
"RIGHT: Move RIGHT"
] | A | DOWN | {"gym": "sokoban", "level_size": "5x8", "aug_rot_k": 3, "aug_flip_h": true, "symbol_remap": {"wall": "y", "player": "h", "box": "t", "target": "V", "box_on_target": "5", "player_on_target": "c", "floor": "x"}, "schema": "choice", "hard": false, "n_options": 4} |
sokoban.direction | {"grid_map": "\n#####\n# @#\n# $#\n#.$ #\n# #.#\n# #\n# #\n#####\n", "legend": "'#': Wall, '@': Player, '$': Box, '.': Target, '*': Box on target, '+': Player on target, ' ': Empty floor"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Move UP",
"RIGHT: Move RIGHT",
"LEFT: Move LEFT",
"DOWN: Move DOWN"
] | D | DOWN | {"gym": "sokoban", "level_size": "5x8", "aug_rot_k": 3, "aug_flip_h": true, "symbol_remap": {"wall": "#", "player": "@", "box": "$", "target": ".", "box_on_target": "*", "player_on_target": "+", "floor": " "}, "schema": "choice", "hard": false, "n_options": 4} |
sokoban.direction | {"grid_map": "\nzzzzzzz\nzJ2aJJz\nzJJJ2Jz\nzJJJJJz\nz~aJJJz\nzJJJJJz\nzzzzzzz\n", "legend": "'z': Wall, '~': Player, 'a': Box, '2': Target, '9': Box on target, 'K': Player on target, 'J': Empty floor"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"DOWN: Move DOWN",
"LEFT: Move LEFT",
"UP: Move UP"
] | A | RIGHT | {"gym": "sokoban", "level_size": "7x7", "aug_rot_k": 1, "aug_flip_h": false, "symbol_remap": {"wall": "z", "player": "~", "box": "a", "target": "2", "box_on_target": "9", "player_on_target": "K", "floor": "J"}, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| . | . | 2 | . |\n+------+------+------+------+\n| 2 | . | . | . |\n+------+------+------+------+\n| 4 | 32 | 8 | . |\n+------+------+------+------+\n| 2 | 8 | 8 | 32 |\n+------+------+------+------+\n", "legend": "Numbers rep... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"DOWN: Slide DOWN",
"LEFT: Slide LEFT",
"UP: Slide UP",
"RIGHT: Slide RIGHT"
] | D | RIGHT | {"gym": "game2048", "max_tile": 32, "aug_rot_k": 3, "aug_flip_h": false, "empty_cells_count": 7, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| 4 | 2 | 4 | 128 |\n+------+------+------+------+\n| . | 8 | 16 | 64 |\n+------+------+------+------+\n| . | 2 | 32 | 8 |\n+------+------+------+------+\n| . | . | . | 16 |\n+------+------+------+------+\n", "highest_tile": 128, "... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Slide RIGHT",
"LEFT: Slide LEFT",
"DOWN: Slide DOWN",
"UP: Slide UP"
] | C | DOWN | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 0, "aug_flip_h": true, "empty_cells_count": 5, "schema": "choice", "hard": false, "n_options": 4} |
connect4.drop | {"legend": "'R': Red disc, 'Y': Yellow disc, '.': Empty slot. Columns are 1 to 7.", "turn": "Red (R)", "grid_map": "\n 1 2 3 4 5 6 7\n+---------------+ +\n| . . . . . . . |\n| . . . . . . . |\n| . . . . . . . |\n| . Y . . . . . |\n| . R Y . . . . |\n| Y R R . . . . |\n+===============+\n"} | Inspect the 7x6 Connect Four board. Choose the column (1 to 7) to drop your disc. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
"5: Drop in Column 5",
"2: Drop in Column 2",
"6: Drop in Column 6",
"7: Drop in Column 7",
"1: Drop in Column 1",
"4: Drop in Column 4",
"3: Drop in Column 3"
] | F | 4 | {"gym": "connect4", "turn": "R", "aug_mirror_h": true, "schema": "choice", "hard": false, "n_options": 7} |
game2048.slide | {"highest_tile": 128, "legend": "Numbers represent tile values; '.' represents an empty cell.", "grid_map": "\n+------+------+------+------+\n| 16 | 2 | 4 | 128 |\n+------+------+------+------+\n| 32 | 16 | 8 | 2 |\n+------+------+------+------+\n| . | 2 | 8 | 4 |\n+------+------+------+-... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"UP: Slide UP",
"LEFT: Slide LEFT",
"DOWN: Slide DOWN",
"RIGHT: Slide RIGHT"
] | A | UP | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 3, "aug_flip_h": false, "empty_cells_count": 3, "schema": "choice", "hard": false, "n_options": 4} |
word.vowel_count | {"legend": "Count letters a,e,i,o,u only (not y).", "word": "hammer"} | How many vowel letters (a,e,i,o,u) are in 'hammer'? | [
"A",
"B",
"C",
"D"
] | [
"0: 0 vowels",
"1: 1 vowels",
"3: 3 vowels",
"2: 2 vowels"
] | D | 2 | {"gym": "word_games", "kind": "vowel_count", "schema": "choice", "hard": false, "n_options": 4, "vocab_split": "train"} |
gridworld.move | {"grid_map": "\n55555555\n \n5ZLLw5L5\n \n5wwL5LL5\n \n5Lw?LL55\n \n5LwLwLL5\n \n5LLLL5L5\n \n55555555\n", "legend": "'5': Wall, '?': Player, 'Z': Goal, 'w': Deadly Trap, 'L': Floor"} | Inspect the 2D GridWorld map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"UP: Move UP",
"LEFT: Move LEFT",
"DOWN: Move DOWN"
] | B | UP | {"gym": "gridworld", "grid_size": "8x7", "aug_rot_k": 1, "aug_flip_h": false, "spawn": "random", "symbol_remap": {"wall": "5", "player": "?", "goal": "Z", "hazard": "w", "floor": "L"}, "schema": "choice", "hard": false, "n_options": 4} |
ticket.route | {"ticket": {"subject": "How do I change my display name?", "body": "Where can I find documentation? They have waited 2 days. Segment=enterprise.", "tier": "enterprise", "priority": "p3", "wait_days": 2}, "channel": "phone"} | Choose the owning queue from Criteria. One letter only. | [
"A",
"B",
"C",
"D",
"E"
] | [
"billing: payment, charges, invoices, refunds",
"other: unclear or general questions",
"sales: pricing, upgrades, new accounts",
"technical: bugs, crashes, outages, integrations",
"shipping: delivery, packages, tracking"
] | B | other | {"gym": "ticket_dungeon", "domain_seed": "other", "schema": "choice", "hard": false, "n_options": 5} |
sokoban.direction | {"grid_map": "\nwwwwwwww\nwvvvX6Jw\nwvvvvvvw\nwvvvvvvw\nwvvvvvvw\nwwwwwwww\n", "legend": "'w': Wall, 'X': Player, '6': Box, 'J': Target, 'r': Box on target, 'h': Player on target, 'v': Empty floor"} | Inspect the 2D Sokoban map. Choose the move direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"RIGHT: Move RIGHT",
"UP: Move UP",
"DOWN: Move DOWN",
"LEFT: Move LEFT"
] | A | RIGHT | {"gym": "sokoban", "level_size": "6x8", "aug_rot_k": 2, "aug_flip_h": true, "symbol_remap": {"wall": "w", "player": "X", "box": "6", "target": "J", "box_on_target": "r", "player_on_target": "h", "floor": "v"}, "schema": "choice", "hard": false, "n_options": 4} |
game2048.slide | {"grid_map": "\n+------+------+------+------+\n| 4 | . | . | . |\n+------+------+------+------+\n| 2 | 8 | 2 | . |\n+------+------+------+------+\n| 2 | 32 | 8 | 4 |\n+------+------+------+------+\n| 128 | 64 | 16 | 2 |\n+------+------+------+------+\n", "legend": "Numbers rep... | Inspect the 4x4 2048 grid. Choose the slide direction: UP, DOWN, LEFT, RIGHT. | [
"A",
"B",
"C",
"D"
] | [
"LEFT: Slide LEFT",
"DOWN: Slide DOWN",
"UP: Slide UP",
"RIGHT: Slide RIGHT"
] | B | DOWN | {"gym": "game2048", "max_tile": 128, "aug_rot_k": 3, "aug_flip_h": true, "empty_cells_count": 4, "schema": "choice", "hard": false, "n_options": 4} |
move | {"board_2d_map": "\n a b c d e f g h\n8 r n b q k b n r 8\n7 p p p p . p p p 7\n6 . . . . . . . . 6\n5 . . . . p . . . 5\n4 . . . P P . . . 4\n3 . . . . . . . . 3\n2 P P P . . P P P 2\n1 R N B Q K B N R 1\n a b c d e f g h\n", "fen": "rnbqkbnr/pppp1ppp/8/4p3/3PP3/8/PPP2PPP/RNBQKBNR b KQkq - 0 2", "side_to_move": "bla... | Use board_2d_map (ranks/files). Choose the best legal chess move. Prefer development, center control, tactics, and king safety. Reply with exactly one option letter from Criteria. | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M",
"N",
"O",
"P",
"Q",
"R",
"S",
"T",
"U",
"V",
"W",
"X",
"Y",
"Z"
] | [
"h7h6: to h6",
"f8b4: to b4",
"b7b5: to b5",
"g8f6: to f6",
"d8g5: to g5",
"g7g6: to g6",
"c7c6: to c6",
"g8h6: to h6",
"f7f5: to f5",
"b8c6: to c6",
"d8e7: to e7",
"f8d6: to d6",
"f8c5: to c5",
"d7d5: to d5",
"c7c5: to c5",
"b8a6: to a6",
"b7b6: to b6",
"d7d6: to d6",
"f8a3: to ... | V | e5d4 | {"label_source": "stockfish", "n_options": 26, "gym": "chess"} |
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