"Reinforcement"的相关文档 - 文库宝

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标签“Reinforcement”的相关文档，共211条

Time Limits in Reinforcement Learning
TimeLimitsinReinforcementLearningFabioPardo1ArashTavakoli1VitalyLevdik1PetarKormushev1Abstractintheenvironmentwhichinturnprovidesarepresenta-tionSt+1ofthesuccessorstateandarewardsignalRt+1.Inreinfo...
Learning Reinforcement in Time Limits
2023-11-13 12:00:538911.14 MB20
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The Mirage of Action-Dependent Baselines in Reinforcement Learning
TheMirageofAction-DependentBaselinesinReinforcementLearningGeorgeTucker1SuryaBhupatiraju12ShixiangGu134RichardE.Turner3ZoubinGhahramani35SergeyLevine16Abstractetal.,2015a;2017)areaclassofmodel-free...
of Reinforcement the in Mirage
2023-11-13 12:00:5019531.44 MB15
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Structured Control Nets for Deep Reinforcement Learning
StructuredControlNetsforDeepReinforcementLearningMarioSrouji1JianZhang2RuslanSalakhutdinov12AbstractInrecentyears,DeepReinforcementLearningFigure1.TheproposedStructuredControlNet(SCN)forpolicyhasma...
Learning for Reinforcement Deep Structured
2023-11-13 12:00:4710422.03 MB6
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State Abstractions for Lifelong Reinforcement Learning
StateAbstractionsforLifelongReinforcementLearningDavidAbel1DilipArumugam1LucasLehnert1MichaelL.Littman1AbstractM<latexitsha1_base64="OX1ier/XMCCLr88ChMp6EICKr2E=">AAAEQnicZVNLb9NAEN4SHsW8WjhyWRGQip...
Learning for Reinforcement State Lifelong
2023-11-13 12:00:448773.3 MB26
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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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Self-Consistent Trajectory Autoencoder Hierarchical Reinforcement Learning with Trajectory Embeddings
Self-ConsistentTrajectoryAutoencoder:HierarchicalReinforcementLearningwithTrajectoryEmbeddingsJohnD.Co-Reyes1YuXuanLiu1AbhishekGupta1BenjaminEysenbach2PieterAbbeel1SergeyLevine1Abstractinvolvetempo...
Learning with Reinforcement Hierarchical Autoencoder
2023-11-13 12:00:371969694.5 KB9
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SBEED Convergent Reinforcement Learning with Nonlinear Function Approximation
SBEED:ConvergentReinforcementLearningwithNonlinearFunctionApproximationBoDai1AlbertShaw1LihongLi2LinXiao3NiaoHe4ZhenLiu1JianshuChen5LeSong1AbstractarereferredtothetextbookofPuterman(2014)fordetails...
Learning with Reinforcement Nonlinear Function
2023-11-13 12:00:3620033.35 MB13
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RLlib Abstractions for Distributed Reinforcement Learning
RLlib:AbstractionsforDistributedReinforcementLearningEricLiang1RichardLiaw1PhilippMoritz1RobertNishihara1RoyFox1KenGoldberg1JosephE.Gonzalez1MichaelI.Jordan1IonStoica1AbstractIntheabsenceofasingled...
Learning for Distributed Reinforcement RLlib
2023-11-13 12:00:3516191.03 MB11
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Regret Minimization for Partially Observable Deep Reinforcement Learning
RegretMinimizationforPartiallyObservableDeepReinforcementLearningPeterJin1KurtKeutzer1SergeyLevine1Abstractfunction-basedmethods.Somepolicygradientmethodssuchasadvantageactor-critic(Mnihetal.,2016)...
for Reinforcement Deep Regret Minimization
2023-11-13 12:00:339383.35 MB1
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Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
ReinforcementLearningwithFunction-ValuedActionSpacesforPartialDifferentialEquationControlYangchenPan12Amir-massoudFarahmand32MarthaWhite1SalehNabi2PiyushGrover2DanielNikovski2Abstractnamicsystem(Li...
Learning for with Reinforcement Spaces
2023-11-13 12:00:321617369.08 KB6
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Programmatically Interpretable Reinforcement Learning
ProgrammaticallyInterpretableReinforcementLearningAbhinavVerma1VijayaraghavanMurali1RishabhSingh2PushmeetKohli3SwaratChaudhuri1Abstractmakesthemdifﬁculttointerpretortobecheckedforconsis-tencyforso...
Learning Reinforcement Interpretable Programmatically
2023-11-13 12:00:291534799.65 KB19
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Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs
ProblemDependentReinforcementLearningBoundsWhichCanIdentifyBanditStructureinMDPsAndreaZanette1EmmaBrunskill1Abstract(MDPs)andpartiallyobservableMDPs(POMDPs).Ban-ditsassumethattheactionstakendonotim...
Learning Reinforcement Can bounds Problem
2023-11-13 12:00:281431417.99 KB12
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Policy and Value Transfer in Lifelong Reinforcement Learning
PolicyandValueTransferinLifelongReinforcementLearningDavidAbel†1YuuJinnai†1YueGuo1GeorgeKonidaris1MichaelL.Littman1Abstractcomputedpoliciesfromrelatedtasks(Ferna´ndez&Veloso,2006;Taylor&Stone,20...
and Reinforcement in Policy Transfer
2023-11-13 12:00:2515441.92 MB12
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Modeling Others using Oneself in Multi-Agent Reinforcement Learning
ModelingOthersusingOneselfinMulti-AgentReinforcementLearningRobertaRaileanu1EmilyDenton1ArthurSzlam2RobFergus12Abstractofunderstandingwhattheotherplayeristryingtoachieve,anagentshouldaskitself“wha...
Using Reinforcement in Multi-Agent Modeling
2023-11-13 12:00:111490857.66 KB24
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Mix & Match Agent Curricula for Reinforcement Learning
Mix&Match–AgentCurriculaforReinforcementLearningWojciechMarianCzarnecki1SiddhantM.Jayakumar1MaxJaderberg1LeonardHasenclever1YeeWhyeTeh1SimonOsindero1NicolasHeess1RazvanPascanu1AbstractFigure1.Sche...
Learning for Reinforcement Mix Match
2023-11-13 12:00:1113031.79 MB22
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Mean Field Multi-Agent Reinforcement Learning
MeanFieldMulti-AgentReinforcementLearningYaodongYang1RuiLuo1MinneLi1MingZhou2WeinanZhang2JunWang1AbstractInstead,accountingfortheextrainformationfromconjec-turingthepoliciesofotheragentsisbeneﬁcia...
Learning Reinforcement Multi-Agent Mean Field
2023-11-13 12:00:0816943.38 MB12
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Lipschitz Continuity in Model-based Reinforcement Learning
LipschitzContinuityinModel-basedReinforcementLearningKavoshAsadi1DipendraMisra2MichaelL.Littman1Abstractintroduceanovelcharacterizationofmodels,referredtoasaLipschitzmodelclass,thatrepresentsstocha...
Learning Reinforcement in Model-Based Lipschitz
2023-11-13 12:00:0410532.2 MB13
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Latent Space Policies for Hierarchical Reinforcement Learning
LatentSpacePoliciesforHierarchicalReinforcementLearningTuomasHaarnoja1KristianHartikainen2PieterAbbeel1SergeyLevine1AbstractresentationsintoRListhepotentialfortheemergenceofhi-erarchies,whichcanena...
Learning for Reinforcement Hierarchical Latent
2023-11-13 11:59:525182.4 MB15
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Importance Weighted Transfer of Samples in Reinforcement Learning
ImportanceWeightedTransferofSamplesinReinforcementLearningAndreaTirinzoni1AndreaSessa1MatteoPirotta2MarcelloRestelli1Abstracttions,parameters,policies,etc.)andinthecriteriausedtoestablishwhethersuc...
of Reinforcement in Transfer Importance
2023-11-13 11:59:451452426.47 KB7
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Implicit Quantile Networks for Distributional Reinforcement Learning
ImplicitQuantileNetworksforDistributionalReinforcementLearningWillDabney1GeorgOstrovski1DavidSilver1Re´miMunos1Abstractthis,itassumesreturnsareboundedinaknownrangeandtradesoffmean-preservationatth...
Learning for Networks Reinforcement Quantile
2023-11-13 11:59:4513731.31 MB30
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