"MDPs"的相关文档

Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping
ProvablyEfﬁcientReinforcementLearningforDiscountedMDPswithFeatureMappingDongruoZhou1JiafanHe1QuanquanGu1Abstractlinearfunctionsorneuralnetworkstomapstatesandactionstoalow-dimensionalspaceandsolvet...
Learning for Efficient Reinforcement Provably
2023-11-16 19:28:341195361.96 KB29
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Optimizing for the Future in Non-Stationary MDPs
OptimizingfortheFutureinNon-StationaryMDPsYashChandak1GeorgiosTheocharous2ShivShankar1MarthaWhite3SridharMahadevan12PhilipS.Thomas1Abstractcreasedfrictionandthus,changeinthesystemdynamics.Similarly...
for the in Future Optimizing
2023-11-14 21:45:4413262.16 MB19
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Invariant Causal Prediction for Block MDPs
InvariantCausalPredictionforBlockMDPsAmyZhang123ClareLyle4ShagunSodhani3AngelosFilos4MartaKwiatkowska4JoellePineau123YarinGal4DoinaPrecup125Abstractditionsinaroommaychange,butthephysicaldynamicsoft...
for Block Causal Prediction Invariant
2023-11-14 21:44:4315831.1 MB3
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Generalized Neural Policies for Relational MDPs
SymbolicNetwork:GeneralizedNeuralPoliciesforRelationalMDPsSankalpGarg1AniketBajpai1Mausam1Abstract1.IntroductionARelationalMarkovDecisionProcess(RMDP)ARelationalMarkovDecisionProcess(RMDP)(Boutilie...
Neural for Relational Generalized Policies
2023-11-14 21:44:227721.19 MB16
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Efficiently Solving MDPs with Stochastic Mirror Descent
EfﬁcientlySolvingMDPswithStochasticMirrorDescentYujiaJin1AaronSidford1AbstractanMDPgivenonlyrestrictedaccesstothemodel.Inpar-ticular,weconsidertheproblemofcomputingan-optimalInthispaperwepresentau...
with Descent Stochastic Mirror Efficiently
2023-11-14 21:44:011522390.68 KB29
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Fast Bellman Updates for Robust MDPs
FastBellmanUpdatesforRobustMDPsChinPangHo1MarekPetrik2WolframWiesemann1AbstractHanasusanto&Kuhn,2013;Tamaretal.,2014;Delgadoetal.,2016;Petriketal.,2016).RMDPsarereminiscentofWedescribetwoefﬁcient,...
for Robust Fast Updates Bellman
2023-11-13 11:59:33624428.34 KB21
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