Reinforcement Learning on MiniGrid DoorKey-8x8
100Success Rate (SR)Hand-Crafted
Evaluation results
| Method | Links | |
|---|---|---|
| Hand-CraftedTraining Episodes=3,000, Random Seeds=102026.05 | 100 | |
| LLM IterativeTraining Episodes=3,000, Random Seeds=102026.05 | 97.6 | |
| LLM One-ShotTraining Episodes=3,000, Random Seeds=102026.05 | 58.3 | |
| No ShapingTraining Episodes=3,000, Random Seeds=102026.05 | 2.3 | |
| RNDTraining Episodes=3,000, Random Seeds=102026.05 | 0.1 |