Reinforcement Learning on Atari 10-hardest exploration games (test)
100Mean CHNSBYOL-Explore
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BYOL-Exploremodel size=big2022.06 | 100 | 10 | 579.57 | 183.86 | 172.01 | 154.66 | 132.41 | 117.34 | 113.78 | |
| BYOL-Exploremodel size=standard2022.06 | 93.62 | 8 | 661.14 | 331.98 | 237.34 | 149.28 | 104.52 | 84.48 | 66.04 | |
| RND2022.06 | 78.32 | 6 | 209.08 | 116.44 | 106.72 | 81.36 | 45.37 | 33.02 | 18.22 | |
| RL2022.06 | 63.38 | 5 | 174.22 | 88.55 | 59.98 | 41.98 | 7.22 | 3.42 | 3.39 | |
| ICM2022.06 | 57.43 | 4 | 91.42 | 69.14 | 45.39 | 18.86 | 5.73 | 3.29 | 2.65 |