PrioritizedLevelReplayMinqiJiang12EdwardGrefenstette12TimRockta¨schel12AbstractZhongetal.,2020;Ku¨ttleretal.,2020).Unlikesingletonenvironments,liketheArcadeLearningEnvironmentgamesEnvironmentswit...
ImprovedRegretBoundandExperienceReplayinRegularizedPolicyIterationNevenaLazic´1DongYin1YasinAbbasi-Yadkori1CsabaSzepesva´ri12AbstractproposedbyEven-Daretal.(2009),wheretheagentse-lectspoliciesbyr...
RevisitingFundamentalsofExperienceReplayWilliamFedus12PrajitRamachandran1RishabhAgarwal1YoshuaBengio23HugoLarochelle14MarkRowland5WillDabney5Abstracttounderstandtheinterplayoflearningalgorithmsandd...
Off-PolicyActor-CriticwithSharedExperienceReplaySimonSchmitt1MatteoHessel1KarenSimonyan1AbstractTable1.Comparisonofmodel-freestate-of-the-artagentson57Atarigamesinthestandardregime:Herenoexperience...
RememberandForgetforExperienceReplayGuidoNovati1PetrosKoumoutsakos1AbstractSamplingfromaReplaymemory(RM)stabilizesstochasticgradientdescent(SGD)bydisruptingtemporalcorrelationsExperienceReplay(ER)i...
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