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ResearchFormerly WizWand

Atari Game Playing on Atari 57 games (200M frames)

1,047Median Human-Normalized ScoreMuZero Reanalyse
40.28301.64563824.36Apr 13, 2021
Updated 8mo ago

Evaluation results

MethodLinks
MuZero ReanalyseStacked Frames=16, Replay=95%, Sticky Action=0.252021.041,0472,971
MuesliArchitecture=MuZero, Stacked Frames=16, Replay=95%, Sticky Action=0.252021.041,0412,524
MuesliArchitecture=MuZero, Stacked Frames=16, Replay=80%, Sticky Action=0.252021.047552,253
MuesliArchitecture=IMPALA, Stacked Frames=4, Replay=75%, Sticky Action=0.252021.045621,981
LASERStacked Frames=4, Replay=87.5%, Sticky Action=02021.04431—
Meta-gradientStacked Frames=4, Replay=0%, Sticky Action=02021.04287—
RainbowStacked Frames=4, Replay=87.5%, Sticky Action=02021.04231—
IQNStacked Frames=4, Replay=87.5%, Sticky Action=02021.04218—
IMPALAStacked Frames=4, Replay=0%, Sticky Action=02021.04192958
DreamerV2Stacked Frames=1, Sticky Action=0.252021.04164—
DQNStacked Frames=4, Replay=87.5%, Sticky Action=02021.0479—