"Reinforcement"的相关文档 - 文库宝

开通VIP限时优惠

|

登录 | 注册

标签“Reinforcement”的相关文档，共211条

Multi-Task Reinforcement Learning with Context-based Representations
Multi-TaskReinforcementLearningwithContext-basedRepresentationsShagunSodhani1AmyZhang123JoellePineau123AbstractReinforcementlearning(MTRL)isapromisingapproachtotraineffectivereal-worldagents(Tanaka...
Learning Representations with Reinforcement Multi-task
2023-11-16 19:15:319551.64 MB16
下载文档
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment
ModularityinReinforcementLearningviaAlgorithmicIndependenceinCreditAssignmentMichaelChang1SidhantKaushik1SergeyLevine1ThomasL.Grifﬁths2Abstract1.IntroductionManytransferproblemsrequirere-usingprev...
Learning Independence Algorithmic Reinforcement via
2023-11-16 19:15:277342.14 MB17
下载文档
Model-Free Reinforcement Learning from Clipped Pseudo-Regret to Sample Complexity
Model-FreeReinforcementLearning:fromClippedPseudo-RegrettoSampleComplexityZihanZhang1YuanZhou2XiangyangJi1AbstractInRLtheory,model-freealgorithmsareexplicitlydeﬁnedtobetheoneswhosespacecomplexityi...
Learning from Reinforcement Model-Free to
2023-11-16 19:15:261264491.27 KB3
下载文档
Model-Based Reinforcement Learning via Latent-Space Collocation
Model-BasedReinforcementLearningviaLatent-SpaceCollocationOlehRybkin1ChuningZhu1AnushaNagabandi2KostasDaniilidis1IgorMordatch3SergeyLevine4AbstractLatCooptimizationoverlatentstatesTheabilitytoplani...
Learning Reinforcement via Model-Based Latent-Space
2023-11-16 19:15:261771990.54 KB30
下载文档
Model-based Reinforcement Learning for Continuous Control with Posterior Sampling
Model-basedReinforcementLearningforContinuousControlwithPosteriorSamplingYingFan1YifeiMing1AbstractinRLhasbeenoneofthemainchallenges:theagentisexpectedtobalancebetweenexploringunseenstate-actionBal...
Learning for with Reinforcement Model-Based
2023-11-16 19:15:261596900.88 KB8
下载文档
MetaCURE Meta Reinforcement Learning with Empowerment-Driven Exploration
MetaCURE:MetaReinforcementLearningwithEmpowerment-DrivenExplorationJinZhang1JianhaoWang1HaoHu1TongChen1YingfengChen2ChangjieFan2ChongjieZhang1Abstractwithsparserewardsremainschallenging,astask-rele...
Learning with Reinforcement Exploration Meta
2023-11-16 19:05:1716072.19 MB13
下载文档
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
下载文档
Logarithmic Regret for Reinforcement Learning with Linear Function Approximation
LogarithmicRegretforReinforcementLearningwithLinearFunctionApproximationJiafanHe1DongruoZhou1QuanquanGu1AbstractAcommonapproachtocopewithhigh-dimensionalstateandactionspacesistoutilizefunctionappro...
Learning for with Reinforcement Regret
2023-11-16 19:05:101276340.76 KB17
下载文档
Learning Routines for Effective Off-Policy Reinforcement Learning
LearningRoutinesforEffectiveOff-PolicyReinforcementLearningEdoardoCetin1OyaCeliktutan1Abstractengineeringandareoftenquiteinﬂuentialontheperfor-mance(Mahmoodetal.,2018).AlgorithmsthatlearnalsoThepe...
Learning for Reinforcement Off-Policy Effective
2023-11-16 19:05:031306754.99 KB23
下载文档
Inverse Constrained Reinforcement Learning
InverseConstrainedReinforcementLearningShehryarMalik1UsmanAnwar1AlirezaAghasi2AliAhmed1Abstract(a)Expertpolicy(b)Nominalpolicy(c)RecoveredpolicyInrealworldsettings,numerousconstraintsareFigure1.Asi...
Learning Reinforcement Constrained Inverse
2023-11-16 18:47:0519376.36 MB22
下载文档
Improved Corruption Robust Algorithms for Episodic Reinforcement Learning
ImprovedCorruptionRobustAlgorithmsforEpisodicReinforcementLearningYifangChen1SimonS.Du1KevinJamieson1Abstractstageaccordingtotheunderlyingtransitionfunction.WestudyepisodicReinforcementlearningunde...
for Algorithms Reinforcement Robust Improved
2023-11-16 18:47:01874288.01 KB23
下载文档
High Confidence Generalization for Reinforcement Learning
HighConﬁdenceGeneralizationforReinforcementLearningJamesE.Kostas1YashChandak1ScottM.Jordan1GeorgiosTheocharous2PhilipS.Thomas1AbstractformanceonMDPsdrawnfromthedistribution,includingMDPsnotinthetr...
Learning for Reinforcement High generalization
2023-11-16 18:46:55650465.26 KB29
下载文档
Goal-Conditioned Reinforcement Learning with Imagined Subgoals
Goal-ConditionedReinforcementLearningwithImaginedSubgoalsElliotChane-Sane1CordeliaSchmid1IvanLaptev1AbstractFigure1.IllustrationoftheKL-regularizedpolicylearningusingimaginedsubgoals.(Left):Thepoli...
Learning with Reinforcement Goal-Conditioned Imagined
2023-11-16 18:46:4816451.3 MB12
下载文档
Generalizable Episodic Memory for Deep Reinforcement Learning
GeneralizableEpisodicMemoryforDeepReinforcementLearningHaoHu1JianingYe2GuangxiangZhu1ZhizhouRen3ChongjieZhang1AbstractDiscreteEpisodicMemoryEpisodicmemory-basedmethodscanrapidlyKeyValuelatchontopas...
Learning for Reinforcement Deep Episodic
2023-11-16 18:46:4411639.31 MB22
下载文档
Kernel-Based Reinforcement Learning A Finite-Time Analysis
Kernel-BasedReinforcementLearning:AFinite-TimeAnalysisOmarD.Domingues12PierreMe´nard3MatteoPirotta4EmilieKaufmann15MichalValko156Abstractinthefaceofuncertainty(OFU,Jakschetal.2010)andThompsonSampl...
Learning Reinforcement Analysis Finite-Time Kernel-Based
2023-11-16 18:46:417765.08 MB12
下载文档
Exponential Lower Bounds for Batch Reinforcement Learning Batch RL can be Exponentially Harder than Online RL
ExponentialLowerBoundsforBatchReinforcementLearning:BatchRLcanbeExponentiallyHarderthanOnlineRLAndreaZanette1AbstractweconsidertwoclassicalbatchRLproblems:1)theoff-policyevaluation(OPE)problem,wher...
for Reinforcement Batch bounds Exponential
2023-11-16 18:38:05906547.14 KB20
下载文档
Emphatic Algorithms for Deep Reinforcement Learning
EmphaticAlgorithmsforDeepReinforcementLearningRayJiang1TomZahavy1ZhongwenXu1AdamWhite12MatteoHessel1CharlesBlundell1HadovanHasselt1AbstractManyReinforcementlearning(RL)agentslearnoff-policytosomeex...
Learning for Algorithms Reinforcement Deep
2023-11-16 18:38:0010602.78 MB27
下载文档
Emergent Social Learning via Multi-agent Reinforcement Learning
EmergentSocialLearningviaMulti-agentReinforcementLearningKamalNdousse1DouglasEck2SergeyLevine23NatashaJaques23AbstractHumansareabletolearnfromoneanotherwithoutdirectaccesstotheexperiencesormemories...
Learning Reinforcement via Multi-Agent Social
2023-11-16 18:38:008861.26 MB24
下载文档
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations
EfﬁcientPerformanceBoundsforPrimal-DualReinforcementLearningfromDemonstrationsAngelikiKamoutsi1GoranBanjac1JohnLygeros1AbstractInthestandardRLsettingacostsignalisgiventoinstructagentshowtocomplete...
Learning for Efficient Reinforcement Primal-Dual
2023-11-16 18:37:59745425.61 KB18
下载文档
Discovering symbolic policies with deep Reinforcement learning
DiscoveringsymbolicpolicieswithdeepReinforcementlearningMikelLandajuela1BrendenK.Petersen1SookyungKim1ClaudioP.Santiago1RubenGlatt1T.NathanMundhenk1JacobF.Pettit1DanielM.Faissol1AbstractFigure1:Alg...
Learning with Reinforcement Deep Symbolic
2023-11-16 18:31:0913991.64 MB9
下载文档

首页上页 1 2 3 4 5 下页尾页

确认删除?

VIP会员服务
限时5折优惠