Reinforcement Learning on ALE Atari 57 games
22HWRBGDI-H³
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GDI-H³Num. Frames=2E+8, Game Time (year)=0.1142021.06 | 22 | 9,620.98 | 1,146.39 | 154.27 | 50.63 | 71.26 | 50.63 | |
| GDI-H³Training Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06 | 22 | 9,620.33 | 1,146.39 | 154.27 | 50.63 | 71.26 | 50.63 | |
| Agent57Num. Frames=1E+11, Game Time (year)=572021.06 | 18 | 4,763.69 | 1,933.49 | 125.92 | 43.62 | 76.26 | 43.62 | |
| Agent57Training Scale (Num. Frames)=1E+11, Playtime (Day)=192902022.06 | 18 | 4,762.17 | 1,933.49 | 125.92 | 43.62 | 76.26 | 43.62 | |
| GDI-I³Num. Frames=2E+8, Game Time (year)=0.1142021.06 | 17 | 7,810.6 | 832.5 | 117.99 | 35.78 | 61.66 | 35.78 | |
| GDI-I³Training Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06 | 17 | 7,810.1 | 832.5 | 117.98 | 35.78 | 61.66 | 35.78 | |
| R2D2Num. Frames=1E+10, Game Time (year)=5.72021.06 | 15 | 3,374.31 | 1,342.27 | 98.78 | 33.62 | 60.43 | 33.62 | |
| R2D2Training Scale (Num. Frames)=1E+10, Playtime (Day)=19292022.06 | 15 | 3,373.48 | 1,342.27 | 98.78 | 33.62 | 60.43 | 33.62 | |
| NGUNum. Frames=3.5E+10, Game Time (year)=19.92021.06 | 8 | 3,169.9 | 1,208.11 | 76 | 21.19 | 50.47 | 21.19 | |
| NGUTraining Scale (Num. Frames)=3.5E+10, Playtime (Day)=6751.52022.06 | 8 | 3,169.07 | 1,174.92 | 76 | 21.19 | 50.47 | 21.19 | |
| LASERNum. Frames=2E+8, Game Time (year)=0.1142021.06 | 7 | 1,741.36 | 454.91 | 45.39 | 8.08 | 36.78 | 8.08 | |
| LASERTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06 | 7 | 1,740.94 | 454.91 | 45.39 | 8.08 | 36.78 | 8.08 | |
| MuesliNum. Frames=2E+8, Game Time (year)=0.1142021.06 | 5 | 2,538.66 | 1,077.47 | 75.52 | 24.86 | 48.74 | 24.68 | |
| MuesliTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06 | 5 | 2,538.12 | 1,077.47 | 75.52 | 24.86 | 48.74 | 24.86 | |
| RAINBOWNum. Frames=2E+8, Game Time (year)=0.1142021.06 | 4 | 873.97 | 230.99 | 28.39 | 4.92 | 28.39 | 4.92 | |
| RAINBOWTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06 | 4 | 873.54 | 230.99 | 28.39 | 4.92 | 28.39 | 4.92 |