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...
StabilisingExperienceReplayforDeepMulti-AgentReinforcementLearningJakobFoerster1NantasNardelli1GregoryFarquhar1TriantafyllosAfouras1Philip.H.S.Torr1PushmeetKohli2ShimonWhiteson1Abstractmulti-agents...