"Actor-Critic"的相关文档

标签“Actor-Critic”的相关文档，共12条

Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
UncertaintyWeightedActor-CriticforOfﬂineReinforcementLearningYueWu12ShuangfeiZhai1NitishSrivastava1JoshuaSusskind1JianZhang1RuslanSalakhutdinov2HanlinGoh1Abstractleveragingpriorexperience(Langeeta...
Learning for Reinforcement Uncertainty Actor-Critic
2023-11-16 19:42:1713498.62 MB14
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Low-Precision Reinforcement Learning Running Soft Actor-Critic in Half Precision
Low-PrecisionReinforcementLearning:RunningSoftActor-CriticinHalfPrecisionJohanBjorck1XiangyuChen1ChristopherDeSa1CarlaP.Gomes1KilianQ.Weinberger1Abstractlearning,anemergingtrendforacceleratingdeepl...
Learning Reinforcement in Actor-Critic Soft
2023-11-16 19:05:121719817.76 KB25
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GMAC A Distributional Perspective on Actor-Critic Framework
GMAC:ADistributionalPerspectiveonActor-CriticFrameworkDanielWontaeNam1YounghoonKim1ChanY.Park1Abstract(a)TheobservationinputInthispaper,wedeviseadistributionalframe-(b)Theevaluatedvaluedistribution...
on Perspective Distributional Framework Actor-Critic
2023-11-16 18:46:4812891.76 MB12
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Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm
Finite-SampleAnalysisofOff-PolicyNaturalActor-CriticAlgorithmSajadKhodadadian∗1ZaiweiChen∗2SivaThejaMaguluri1AbstractAnACalgorithmcanbethoughtasageneralizedpolicyiter-ation(Puterman,1995),andcons...
of Algorithm Analysis Off-Policy Natural
2023-11-16 18:38:121504508.18 KB19
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Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games
DecentralizedSingle-TimescaleActorCriticonZero-SumTwo-PlayerStochasticGamesHongyiGuo1ZuyueFu1ZhuoranYang2ZhaoranWang1AbstractasMarkovdecisionprocess(Puterman,2014,MDP),whereanagentaimstolearnanopti...
on Stochastic Decentralized Zero-Sum Actor-Critic
2023-11-16 18:30:581290314.39 KB25
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Doubly Robust Off-Policy Actor-Critic Convergence and Optimality
DoublyRobustOff-PolicyActor-Critic:ConvergenceandOptimalityTengyuXu1ZhuoranYang2ZhaoranWang3YingbinLiang1Abstract(Haarnojaetal.,2018),etc.However,thesesuccessesusu-allyrelyontheaccesstoon-policysam...
and Convergence Robust Off-Policy Doubly
2023-11-16 18:30:491221461.66 KB25
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Diversity Actor-Critic Sample-Aware Entropy Regularization for Sample-Efficient Exploration
DiversityActor-Critic:Sample-AwareEntropyRegularizationforSample-EfﬁcientExplorationSeungyulHan1YoungchulSung1Abstractforchallengingcontinuouscontroltasks.Inthispaper,sample-awarepolicyentropyregu...
for Entropy Regularization Actor-Critic Sample-Efficient
2023-11-16 18:30:486383.65 MB23
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Characterizing the Gap Between Actor-Critic and Policy Gradient
CharacterizingtheGapBetweenActor-CriticandPolicyGradientJunfengWen1SaurabhKumar2RamkiGummadi3DaleSchuurmans13Abstractonarangeofchallengingtasks.DespitethesuccessofACmethods,ACandPGhavesubtlediffere...
gap and the Policy Actor-Critic
2023-11-16 18:11:1911222.17 MB3
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Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
ProvablyConvergentTwo-TimescaleOff-PolicyActor-CriticwithFunctionApproximationShangtongZhang1BoLiu2HengshuaiYao3ShimonWhiteson1Abstractatwo-timescaleconvergentanalysisunderfunctionapproxi-mation(Ko...
with Off-Policy Provably Function Actor-Critic
2023-11-14 21:45:591377610.06 KB10
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Off-Policy Actor-Critic with Shared Experience Replay
Off-PolicyActor-CriticwithSharedExperienceReplaySimonSchmitt1MatteoHessel1KarenSimonyan1AbstractTable1.Comparisonofmodel-freestate-of-the-artagentson57Atarigamesinthestandardregime:Herenoexperience...
with Off-Policy Experience Replay Actor-Critic
2023-11-14 21:45:26832687.23 KB22
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Soft Actor-Critic Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
SoftActor-Critic:Off-PolicyMaximumEntropyDeepReinforcementLearningwithaStochasticActorTuomasHaarnoja1AurickZhou1PieterAbbeel1SergeyLevine1Abstractnetworksholdsthepromiseofautomatingawiderangeofdeci...
Reinforcement Deep Off-Policy Maximum Entropy
2023-11-13 12:00:4018762.3 MB14
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Addressing Function Approximation Error in Actor-Critic Methods
AddressingFunctionApproximationErrorinActor-CriticMethodsScottFujimoto1HerkevanHoof2DavidMeger1Abstractmeansusinganimpreciseestimatewithineachupdatewillleadtoanaccumulationoferror.Duetooverestimati...
Approximation Methods in Function Addressing
2023-11-13 11:58:5910242.15 MB27
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