"Reinforcement"的相关文档 - 文库宝

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标签“Reinforcement”的相关文档，共211条

Stochastically Dominant Distributional Reinforcement Learning
StochasticallyDominantDistributionalReinforcementLearningJohnD.Martin1MichalLyskawinski1XiaohuLi1BrendanEnglot1AbstractTheConditionalValueatRisk(CVaRα)isapopularstatisticthatmeasuresuncertaintywit...
Learning Reinforcement Distributional stochastically Dominant
2023-11-14 21:46:3311621.57 MB25
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Stabilizing Transformers for Reinforcement Learning
StabilizingTransformersforReinforcementLearningEmilioParisotto1H.FrancisSong2JackW.Rae2RazvanPascanu2CaglarGulcehre2SiddhantM.Jayakumar2MaxJaderberg2Raphae¨lLopezKaufman2AidanClark2SebNoury2Matthe...
Learning for Reinforcement Stabilizing Transformers
2023-11-14 21:46:29937809.01 KB2
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Skew-Fit State-Covering Self-Supervised Reinforcement Learning
Skew-Fit:State-CoveringSelf-SupervisedReinforcementLearningVitchyrH.Pong1MurtazaDalal1StevenLin1AshvinNair1ShikharBahl1SergeyLevine1AbstractFigure1.Left:RobotlearningtoopenadoorwithSkew-Fit,without...
Learning Reinforcement Self-supervised Skew-Fit State-Covering
2023-11-14 21:46:2515447.35 MB28
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Sequential Transfer in Reinforcement Learning with a Generative Model
SequentialTransferinReinforcementLearningwithaGenerativeModelAndreaTirinzoni1RiccardoPoiani1MarcelloRestelli1AbstractAkeyquestioniswhatandhowknowledgeshouldbetrans-ferred(Taylor&Stone,2009).Asforth...
Learning Generative with Reinforcement in
2023-11-14 21:46:231348438.67 KB11
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Safe Reinforcement Learning in Constrained Markov Decision Processes
SafeReinforcementLearninginConstrainedMarkovDecisionProcessesAkifumiWachi1YananSui2Abstractessentialrequirement,theprimaryobjectiveisnonethelesstoobtainrewards(e.g.,scientiﬁcgain).Safereinforcemen...
Learning Reinforcement Markov in Constrained
2023-11-14 21:46:1516342.47 MB15
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ROMA Multi-Agent Reinforcement Learning with Emergent Roles
ROMA:Multi-AgentReinforcementLearningwithEmergentRolesTonghanWang1HengDong1VictorLesser2ChongjieZhang1Abstract598Theroleconceptprovidesausefultooltode-signandunderstandcomplexmulti-agentsys-162tems...
Learning with Reinforcement Multi-Agent Emergent
2023-11-14 21:46:159805.75 MB28
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Reward-Free Exploration for Reinforcement Learning
Reward-FreeExplorationforReinforcementLearningChiJin1AkshayKrishnamurthy2MaxSimchowitz3TianchengYu4AbstractExplorationiswidelyregardedasthemostsigniﬁcantchal-lengeinRL,becausetheagentmayhavetotake...
Learning for Reinforcement Exploration Reward-Free
2023-11-14 21:46:121727339.73 KB27
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Responsive Safety in Reinforcement Learning
ResponsiveSafetyinReinforcementLearningbyPIDLagrangianMethodsAdamStooke12JoshuaAchiam12PieterAbbeel1Abstractonarobot’scomponentsoritssurroundings.Itmaynotbepossibletoimposesuchlimitsbyprescribingc...
Learning Reinforcement in Responsive Safety
2023-11-14 21:46:1014641.38 MB30
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Representations for Stable Off-Policy Reinforcement Learning
RepresentationsforStableOff-PolicyReinforcementLearningDibyaGhosh1MarcBellemare1Abstract1995;Tsitsiklis&Roy,1996).Despitethispotentialforfailure,Q-learningandothertemporal-differencealgorithmsReinf...
Learning for Representations Reinforcement Off-Policy
2023-11-14 21:46:0911331.92 MB21
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Reinforcement Learning with Differential Privacy
PrivateReinforcementLearningwithPACandRegretGuaranteesGiuseppeVietri1BorjaBalle2AkshayKrishnamurthy3StevenWu1Abstractingdataisavailablebeforehand.Whilethesetechniquescoveralargenumberofapplications...
Learning with Reinforcement Differential Privacy
2023-11-14 21:46:08534299.45 KB3
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Reinforcement Learning in Feature Space Matrix Bandit, Kernels, and Regret Bound
ReinforcementLearninginFeatureSpace:MatrixBandit,Kernels,andRegretBoundLinF.Yang1MengdiWang2Abstractplayanactiona∈A,whereSandAarethestateandactionspaces.ThenthesystemtransitionstoanotherstateExplo...
Learning Feature Matrix Reinforcement in
2023-11-14 21:46:071146377.73 KB16
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Reinforcement Learning for Integer Programming Learning to Cut
ReinforcementLearningforIntegerProgramming:LearningtoCutYunhaoTang1ShipraAgrawal1YuriFaenza1Abstractsicalresultsinpolyhedraltheory(seee.g.Confortietal.(2014))implythatanycombinatorialoptimizationpr...
Learning for Reinforcement to Integer
2023-11-14 21:46:071184996.48 KB22
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Reinforcement Learning for Molecular Design Guided by Quantum Mechanics
ReinforcementLearningforMolecularDesignGuidedbyQuantumMechanicsGregorN.C.Simm1RobertPinsler1Jose´MiguelHerna´ndez-Lobato1AbstractFigure1.Visualizationofthemoleculardesignprocesspresentedinthiswor...
Learning for Reinforcement by Design
2023-11-14 21:46:0710332.05 MB1
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Reinforcement Learning for Non-Stationary Markov Decision Processes The Blessing of (More) Optimism
ReinforcementLearningforNon-StationaryMarkovDecisionProcesses:TheBlessingof(More)OptimismWangChiCheung1DavidSimchi-Levi2RuihaoZhu2Abstractimizesitscumulativerewards,whilefacingthefollowingchallenge...
Learning for Reinforcement Markov Decision
2023-11-14 21:46:07550648.51 KB30
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Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
Q-valuePathDecompositionforDeepMultiagentReinforcementLearningYaodongYang1JianyeHao12GuangyongChen3HongyaoTang1YingfengChen4YujingHu4ChangjieFan4ZhongyuWei5Abstract1.IntroductionRecently,deepmultia...
for Reinforcement Deep Decomposition Path
2023-11-14 21:46:02633979.05 KB26
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Provable Self-Play Algorithms for Competitive Reinforcement Learning
ProvableSelf-PlayAlgorithmsforCompetitiveReinforcementLearningYuBai1ChiJin2Abstractconﬂictingrewards(sothattheyessentiallycompetewitheachother)yetcanbetrainedinacentralizedfashion(i.e.Self-play,wh...
Learning for Algorithms Reinforcement Provable
2023-11-14 21:45:591891342.95 KB17
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Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
Prediction-GuidedMulti-ObjectiveReinforcementLearningforContinuousRobotControlJieXu1YunshengTian1PingchuanMa1DanielaRus1ShinjiroSueda2WojciechMatusik1AbstractRNf2Manyreal-worldcontrolproblemsinvolv...
Learning for Reinforcement Continuous Multi-objective
2023-11-14 21:45:5415603.75 MB10
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No-Regret Exploration in Goal-Oriented Reinforcement Learning
No-RegretExplorationinGoal-OrientedReinforcementLearningJeanTarbouriech12EvrardGarcelon1MichalValko2MatteoPirotta1AlessandroLazaric1Abstractlengthofanepisode(i.e.,thetimetoreachthegoalstate)isunkno...
Learning Reinforcement in Exploration No-Regret
2023-11-14 21:45:252003733.36 KB7
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Multi-Step Greedy Reinforcement Learning Algorithms
Multi-stepGreedyReinforcementLearningAlgorithmsMananTomar1YonathanEfroni2MohammadGhavamzadeh3Abstractestimations(Greensmithetal.,2004)andtohavedifﬁcultiesinhandlingfunctionapproximation(e.g.,Thrun...
Learning Algorithms Reinforcement Greedy Multi-Step
2023-11-14 21:45:168261.41 MB20
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Model-Based Reinforcement Learning with Value-Targeted Regression
Model-BasedReinforcementLearningwithValue-TargetedRegressionAlexAyoub1ZeyuJia2CsabaSzepesva´ri13MengdiWang43LinF.Yang5Abstractmains,suchasgames,roboticsandscience,haswitnessedphenomenalempiricalad...
Learning with Reinforcement Regression Model-Based
2023-11-14 21:45:127175.92 MB23
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