Atari Game Playing on Atari 57 games (200M frames)
1,047Median Human-Normalized ScoreMuZero Reanalyse
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MuZero ReanalyseStacked Frames=16, Replay=95%, Sticky Action=0.252021.04 | 1,047 | 2,971 | |
| MuesliArchitecture=MuZero, Stacked Frames=16, Replay=95%, Sticky Action=0.252021.04 | 1,041 | 2,524 | |
| MuesliArchitecture=MuZero, Stacked Frames=16, Replay=80%, Sticky Action=0.252021.04 | 755 | 2,253 | |
| MuesliArchitecture=IMPALA, Stacked Frames=4, Replay=75%, Sticky Action=0.252021.04 | 562 | 1,981 | |
| LASERStacked Frames=4, Replay=87.5%, Sticky Action=02021.04 | 431 | — | |
| Meta-gradientStacked Frames=4, Replay=0%, Sticky Action=02021.04 | 287 | — | |
| RainbowStacked Frames=4, Replay=87.5%, Sticky Action=02021.04 | 231 | — | |
| IQNStacked Frames=4, Replay=87.5%, Sticky Action=02021.04 | 218 | — | |
| IMPALAStacked Frames=4, Replay=0%, Sticky Action=02021.04 | 192 | 958 | |
| DreamerV2Stacked Frames=1, Sticky Action=0.252021.04 | 164 | — | |
| DQNStacked Frames=4, Replay=87.5%, Sticky Action=02021.04 | 79 | — |