Reinforcement Learning on Atari 10 hard-exploration games
124,524.02Alien ScoreBYOL-Explore
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BYOL-ExploreNumber of episodes=10, Number of seeds=32022.06 | 124,524.02 | 32.12 | 17,014.51 | 153,124.29 | 13,518.18 | 25,175.53 | 33,130.85 | 358,269.62 | 11,060.24 | 1,980.24 | |
| BYOL-ExploreModel capacity=big, Number of episodes=10, Number of seeds=32022.06 | 87,754.33 | 32.62 | 12,234.71 | 54,139.73 | 5,615.36 | 27,555.12 | 94,589.47 | 377,349.65 | 19,277.35 | 2,250.12 | |
| RNDNumber of episodes=10, Number of seeds=32022.06 | 74,717.02 | 33.74 | 5,885.23 | 36,452.78 | 4,554.37 | 0 | 33,150.09 | 34,341.06 | 5,262.55 | 1,879.68 | |
| RLNumber of episodes=10, Number of seeds=32022.06 | 18,252.69 | 33.97 | 13,541.1 | 37,235.84 | 160.11 | 0 | 5,704.99 | 91,920.56 | 8,147.67 | 670.61 | |
| ICMNumber of episodes=10, Number of seeds=32022.06 | 5,664.83 | 32.61 | 4,657.2 | 18,753.97 | 300 | 0 | 1,419.49 | 44,294.63 | 3,924.22 | 1,860.19 |