Text-based Reinforcement Learning Navigation on TextFrozenLake 4x4
100Normalized Success RateLWM-Planner
Evaluation results
| Method | Links | |
|---|---|---|
| LWM-Planner2025.06 | 100 | |
| ReAct + FEC2025.06 | 63.5 | |
| ReAct2025.06 | 0 | |
| Reflexion2025.06 | 0 | |
| Random2025.06 | 0 |
| Method | Links | |
|---|---|---|
| LWM-Planner2025.06 | 100 | |
| ReAct + FEC2025.06 | 63.5 | |
| ReAct2025.06 | 0 | |
| Reflexion2025.06 | 0 | |
| Random2025.06 | 0 |