Navigation and Procedural Generation RL on MiniGrid
94.4GoToDoor-8x8RDE+DQN
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RDE+DQNRR=12023.10 | 94.4 | — | — | — | — | — | — | — | — | — | 21.5 | 15.9 | 15.9 | 79.3 | |
| RDE+DQNRR=22023.10 | 92.9 | — | — | — | — | — | — | — | — | — | 23.7 | 13.7 | 15.5 | 79.1 | |
| RDE+DQNRR=0.52023.10 | 91.1 | — | — | — | — | — | — | — | — | — | 24.8 | 18.6 | 14.8 | 79.3 | |
| SR+DQNRR=0.52023.10 | 71 | — | — | — | — | — | — | — | — | — | 0 | 1.2 | 3 | 65.5 | |
| DQNRR=0.52023.10 | 70.9 | — | — | — | — | — | — | — | — | — | 3.5 | 0 | 0.2 | 74.7 | |
| SR+DQNRR=22023.10 | 68.4 | — | — | — | — | — | — | — | — | — | 0 | 1.4 | 3.4 | 70.6 | |
| SR+DQNRR=12023.10 | 65.9 | — | — | — | — | — | — | — | — | — | 2 | 1.3 | 7.2 | 72.9 | |
| DQNRR=12023.10 | 54.4 | — | — | — | — | — | — | — | — | — | 1.6 | 0 | 0 | 76.1 | |
| DQNRR=22023.10 | 15.9 | — | — | — | — | — | — | — | — | — | 2.9 | 0 | 0 | 67.4 | |
| AMIGo2022.02 | — | 86 | 82 | 92 | 18 | 61 | 17 | 25 | 0 | 62 | — | — | — | — | |
| L-AMIGo2022.02 | — | 89 | 89 | 93 | 91 | 80 | 88 | 82 | 1 | 88 | — | — | — | — | |
| L-NovelD2022.02 | — | 90 | 89 | 88 | 87 | 89 | 91 | 81 | 0 | 89 | — | — | — | — | |
| NovelD2022.02 | — | 88 | 7 | 0 | 23 | 86 | 91 | 64 | 0 | 51 | — | — | — | — |