Reinforcement Learning on MiniGrid DoorKey-5x5
99.9Success Rate (SR)Hand-Crafted
Evaluation results
| Method | Links | |
|---|---|---|
| Hand-CraftedTraining Episodes=3,000, Random Seeds=102026.05 | 99.9 | |
| No ShapingTraining Episodes=3,000, Random Seeds=102026.05 | 99.8 | |
| LLM IterativeTraining Episodes=3,000, Random Seeds=102026.05 | 99.7 | |
| LLM One-ShotTraining Episodes=3,000, Random Seeds=102026.05 | 85.3 | |
| RNDTraining Episodes=3,000, Random Seeds=102026.05 | 13.2 |