Datasets:

msr-spare-1
/

spare-fixed-corpus-qwen3-30b-6skill-medium

game stringlengths 27 37	skill stringclasses 6 values	difficulty stringclasses 1 value	reset_s float64 0 0.28	load_s float64 0 1.08
game_000000_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.237
game_000001_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000002_logical_deduction.py	Logical_Deduction	medium	0	0.002
game_000003_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000004_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000005_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000006_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000007_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000008_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.002
game_000009_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.004
game_000010_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000011_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000012_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000013_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000014_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000015_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000016_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000017_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.003
game_000018_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.328
game_000019_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.303
game_000020_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.004
game_000021_spatial_reasoning.py	Spatial_Reasoning	medium	0	0.22
game_000022_pattern_recognition.py	Pattern_Recognition	medium	0	0.222
game_000023_pattern_recognition.py	Pattern_Recognition	medium	0	0.224
game_000024_pattern_recognition.py	Pattern_Recognition	medium	0	0.194
game_000025_pattern_recognition.py	Pattern_Recognition	medium	0	0.004
game_000026_pattern_recognition.py	Pattern_Recognition	medium	0	0.747
game_000027_pattern_recognition.py	Pattern_Recognition	medium	0	0.003
game_000028_pattern_recognition.py	Pattern_Recognition	medium	0	0.003
game_000029_pattern_recognition.py	Pattern_Recognition	medium	0	0.536
game_000030_pattern_recognition.py	Pattern_Recognition	medium	0	0.528
game_000031_pattern_recognition.py	Pattern_Recognition	medium	0	0.484
game_000032_pattern_recognition.py	Pattern_Recognition	medium	0	0.003
game_000033_pattern_recognition.py	Pattern_Recognition	medium	0	0.002
game_000034_pattern_recognition.py	Pattern_Recognition	medium	0	0.47
game_000035_optimization.py	Optimization	medium	0	0.428
game_000036_pattern_recognition.py	Pattern_Recognition	medium	0	0.003
game_000037_optimization.py	Optimization	medium	0	0.371
game_000038_pattern_recognition.py	Pattern_Recognition	medium	0	0.004
game_000039_optimization.py	Optimization	medium	0	0.334
game_000040_optimization.py	Optimization	medium	0	0.38
game_000041_optimization.py	Optimization	medium	0.001	0.508
game_000042_optimization.py	Optimization	medium	0	0.575
game_000043_optimization.py	Optimization	medium	0.001	0.573
game_000044_optimization.py	Optimization	medium	0	0.578
game_000045_optimization.py	Optimization	medium	0	0.57
game_000046_optimization.py	Optimization	medium	0	0.527
game_000047_optimization.py	Optimization	medium	0	0.553
game_000048_optimization.py	Optimization	medium	0	0.516
game_000049_optimization.py	Optimization	medium	0	0.546
game_000050_causal_inference.py	Causal_Inference	medium	0	0.544
game_000051_optimization.py	Optimization	medium	0	0.506
game_000052_optimization.py	Optimization	medium	0	0.512
game_000053_optimization.py	Optimization	medium	0.001	0.446
game_000054_optimization.py	Optimization	medium	0	0.393
game_000055_causal_inference.py	Causal_Inference	medium	0	0.003
game_000056_causal_inference.py	Causal_Inference	medium	0	0.002
game_000057_causal_inference.py	Causal_Inference	medium	0	0.003
game_000058_causal_inference.py	Causal_Inference	medium	0	0.003
game_000059_causal_inference.py	Causal_Inference	medium	0	0.003
game_000060_causal_inference.py	Causal_Inference	medium	0	0.277
game_000061_causal_inference.py	Causal_Inference	medium	0	0.303
game_000062_causal_inference.py	Causal_Inference	medium	0	0.002
game_000063_causal_inference.py	Causal_Inference	medium	0	0.261
game_000064_causal_inference.py	Causal_Inference	medium	0	0.307
game_000065_causal_inference.py	Causal_Inference	medium	0	0.525
game_000066_causal_inference.py	Causal_Inference	medium	0	0.603
game_000067_causal_inference.py	Causal_Inference	medium	0	0.003
game_000068_causal_inference.py	Causal_Inference	medium	0	0.57
game_000069_causal_inference.py	Causal_Inference	medium	0	0.509
game_000070_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.498
game_000071_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.492
game_000072_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.469
game_000073_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.479
game_000074_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.452
game_000075_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.463
game_000076_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.413
game_000077_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.393
game_000078_causal_inference.py	Causal_Inference	medium	0	0.341
game_000079_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.337
game_000080_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.319
game_000081_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.3
game_000082_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.3
game_000083_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.296
game_000084_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.27
game_000085_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.277
game_000086_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.252
game_000087_mathematical_reasoning.py	Mathematical_Reasoning	medium	0	0.3
game_000088_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000089_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000090_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000091_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000092_logical_deduction.py	Logical_Deduction	medium	0	0.642
game_000093_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000094_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000095_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000096_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000097_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000098_logical_deduction.py	Logical_Deduction	medium	0	0.003
game_000099_logical_deduction.py	Logical_Deduction	medium	0	0.003

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SPARE fixed corpus — Qwen3-30B-A3B-Instruct-2507, 6 skills, medium

2,400 validated multi-turn environments (400 per skill) generated offline by base Qwen3-30B-A3B-Instruct-2507. This is the corpus consumed by the 0622 actor-only fixed-corpus ablation arm.

2400 validated environments.

Skill	Games
Causal Inference	400
Logical Deduction	400
Mathematical Reasoning	400
Optimization	400
Pattern Recognition	400
Spatial Reasoning	400

Each game exposes the SPARE contract (reset(seed=None), step(action) -> (obs, reward, terminated, truncated, info)). Load via the project loader, which injects the stdlib names and base classes generated games rely on:

from spare.core.envs.synthetic_game_env import make_synthetic_env
env = make_synthetic_env("game_000000_mathematical_reasoning.py")

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