Offline Reinforcement Learning on Memory Maze 9x9
7.64ReturnRATE
Evaluation results
| Method | Links | |
|---|---|---|
| RATEEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 7.64 | |
| RMTEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 7.27 | |
| TrXLEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 7.12 | |
| DTEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 6.83 | |
| BC-LSTMEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 4.75 | |
| CQL-LSTMEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 0.19 | |
| RandomEpisode length=1000 steps, Training trajectory length=90 steps2023.06 | 0 |