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ResearchFormerly WizWand

Reinforcement Learning on ALE Atari 57 games

22HWRBGDI-H³
3.288.141317.86Jun 11, 2021Aug 10, 2021Oct 9, 2021Dec 8, 2021Feb 6, 2022Apr 7, 2022Jun 7, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GDI-H³Num. Frames=2E+8, Game Time (year)=0.1142021.06229,620.981,146.39154.2750.6371.2650.63
GDI-H³Training Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06229,620.331,146.39154.2750.6371.2650.63
Agent57Num. Frames=1E+11, Game Time (year)=572021.06184,763.691,933.49125.9243.6276.2643.62
Agent57Training Scale (Num. Frames)=1E+11, Playtime (Day)=192902022.06184,762.171,933.49125.9243.6276.2643.62
GDI-I³Num. Frames=2E+8, Game Time (year)=0.1142021.06177,810.6832.5117.9935.7861.6635.78
GDI-I³Training Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.06177,810.1832.5117.9835.7861.6635.78
R2D2Num. Frames=1E+10, Game Time (year)=5.72021.06153,374.311,342.2798.7833.6260.4333.62
R2D2Training Scale (Num. Frames)=1E+10, Playtime (Day)=19292022.06153,373.481,342.2798.7833.6260.4333.62
NGUNum. Frames=3.5E+10, Game Time (year)=19.92021.0683,169.91,208.117621.1950.4721.19
NGUTraining Scale (Num. Frames)=3.5E+10, Playtime (Day)=6751.52022.0683,169.071,174.927621.1950.4721.19
LASERNum. Frames=2E+8, Game Time (year)=0.1142021.0671,741.36454.9145.398.0836.788.08
LASERTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.0671,740.94454.9145.398.0836.788.08
MuesliNum. Frames=2E+8, Game Time (year)=0.1142021.0652,538.661,077.4775.5224.8648.7424.68
MuesliTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.0652,538.121,077.4775.5224.8648.7424.86
RAINBOWNum. Frames=2E+8, Game Time (year)=0.1142021.064873.97230.9928.394.9228.394.92
RAINBOWTraining Scale (Num. Frames)=2E+8, Playtime (Day)=38.52022.064873.54230.9928.394.9228.394.92