Long-horizon planning on ZebraLogic
93.5AccuracyGRPO + coupled rhythm credit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRPO + coupled rhythm creditBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 93.5 | 9.6 | |
| GRPO + global-anchor creditBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 93.2 | 9.3 | |
| GRPO + local-chunk creditBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 91.4 | 7.5 | |
| GRPO + high-entropy creditBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 90.3 | 6.4 | |
| GRPO + random creditBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 89.3 | 5.4 | |
| GRPOBase Model=Qwen3-4B, Training Epochs=2, Sequence Length=1,0242025.10 | 83.9 | — |