"Reward"的相关文档

标签“Reward”的相关文档，共10条

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks
Shortest-PathConstrainedReinforcementLearningforSparseRewardTasksSungryullSohn12SungtaeLee3JongwookChoi1HarmvanSeijen4MehdiFatemi4HonglakLee21AbstractMoreover,thesuccessoftheRLalgorithmheavilyhinge...
Learning for Sparse Reinforcement Constrained
2023-11-16 19:41:4795513.79 MB27
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Reward Identification in Inverse Reinforcement Learning
RewardIdentiﬁcationinInverseReinforcementLearningKunoKim1KirankumarShiragur1ShivamGarg1StefanoErmon1AbstractMDPstobuildcomputationalmodels(Niv,2009)ofreal-world,rationaldecisionmakerssuchasinvesto...
Learning Identification Reinforcement in Inverse
2023-11-16 19:41:34829707.94 KB14
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Adversarial Combinatorial Bandits with General Non-linear Reward Functions
AdversarialCombinatorialBanditswithGeneralNon-linearRewardFunctionsXiChen1YanjunHan2YiningWang3AbstractchoosesaRewardvectorvt=(vt1,···,vtN)∈[0,1]Nnotrevealedtothealgorithm.Thealgorithmchoosesas...
Adversarial with Bandits General Non-Linear
2023-11-16 18:00:261263284.79 KB9
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Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences
SafeImitationLearningviaFastBayesianRewardInferencefromPreferencesDanielS.Brown1RussellColeman12RaviSrinivasan2ScottNiekum1Abstractdemonstrations,itisimportantforanagenttobeabletoprovidehigh-conﬁd...
Learning Bayesian via Fast Imitation
2023-11-14 21:46:161463405.42 KB5
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Intrinsic Reward Driven Imitation Learning via Generative Model
IntrinsicRewardDrivenImitationLearningviaGenerativeModel2020.02.05XingruiYu1YuemingLyu1IvorW.Tsang1AbstractBeyondExpertImitationlearninginahigh-dimensionalenviron-ExpertLevelmentischallenging.Mosti...
Learning Generative via Imitation Driven
2023-11-14 21:44:4318793.13 MB14
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Identifying the Reward Function by Anchor Actions
IdentifyingRewardFunctionsusingAnchorActionsSinongGeng1HoussamNassif2CarlosA.Manzanares2A.MaxReppen3RonnieSircar3Abstractwithﬁrmproﬁtfunctions(Abbring,2010;AguirregabiriaandNevo,2013).Weproposear...
by the Identifying Function Reward
2023-11-14 21:44:311166466.38 KB16
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Garbage In, Reward Out Bootstrapping Exploration in Multi-Armed Bandits
GarbageIn,RewardOut:BootstrappingExplorationinMulti-ArmedBanditsBranislavKveton1CsabaSzepesva´ri23SharanVaswani4ZhengWen5MohammadGhavamzadeh6TorLattimore2Abstract2013b)isageneralizationofamulti-ar...
in in Exploration Reward Garbage
2023-11-13 14:47:161119798.95 KB26
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Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model
ContextualMulti-armedBanditAlgorithmforSemiparametricRewardModelGi-SooKim1MyungheeChoPaik1Abstract(Langfordetal.,2008),newsarticleplacementalgorithms(Lietal.,2010),revenuemanagement(Ferreiraetal.,2...
for Algorithm Contextual Bandit Multi-armed
2023-11-13 14:46:441047403.05 KB30
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Learning the Reward Function for a Misspecified Model
LearningtheRewardFunctionforaMisspeciﬁedModelErikTalvitie1AbstractFigure1.TheShooterdomain.Inmodel-basedreinforcementlearningitistypi-inMBRL:learningaRewardfunction.Itiscommonforcaltodecouplethepr...
Learning for Model the Function
2023-11-13 11:59:591283519.19 KB8
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Learning by Playing Solving Sparse Reward Tasks from Scratch
LearningbyPlaying–SolvingSparseRewardTasksfromScratchMartinRiedmiller1RolandHafner1ThomasLampe1MichaelNeunert1JonasDegrave1TomVandeWiele1VolodymyrMnih1NicolasHeess1TobiasSpringenberg1Abstractsimul...
Learning Sparse by Tasks Playing
2023-11-13 11:59:5419316.45 MB16
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