Reasoning on Sokoban
99.1Success RateBFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BFSTraining=RL2026.05 | 99.1 | 64.08 | |
| With parent pointerTraining=GRPO + generation constraint2026.05 | 98.9 | 54.7 | |
| BFSTraining=pretrained2026.05 | 94.9 | 73.21 | |
| With parent pointerTraining=GRPO2026.05 | 89.6 | 52.82 | |
| No parent pointerTraining=GRPO2026.05 | 85.9 | 63.54 | |
| With parent pointerTraining=SFT2026.05 | 85.6 | 73.26 | |
| No parent pointerTraining=SFT2026.05 | 74.8 | 68.24 |