Agent Environment Navigation on MiniHack
100Success Rate (Room)GRPO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRPO2026.06 | 100 | 23.53 | 3.92 | |
| OPD-Evolver2026.06 | 98.04 | 27.45 | 9.8 | |
| Complementary RL2026.06 | 96.88 | 20.85 | 5.16 | |
| MemRL2026.06 | 96.08 | 19.61 | 1.96 | |
| Skill02026.06 | 94.12 | 25.49 | 3.92 | |
| SFT2026.06 | 82.35 | 17.65 | 0 | |
| Vanilla2026.06 | 80.39 | 19.61 | 0 |