"Non-stationary"的相关文档

Near-Optimal Model-Free Reinforcement Learning in Non-stationary Episodic MDPs
Near-OptimalModel-FreeReinforcementLearninginNon-stationaryEpisodicMDPsWeichaoMao1KaiqingZhang1RuihaoZhu2DavidSimchi-Levi2TamerBas¸ar1Abstractthroughsequentialinteractionswithaninitiallyunknownbut...
Learning Reinforcement in Model-Free Near-Optimal
2023-11-16 19:15:3312191.42 MB20
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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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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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Non-stationary Bandits with Intermediate Observations
Non-stationaryDelayedBanditswithIntermediateObservationsClaireVernade1Andra´sGyo¨rgy1TimothyA.Mann1AbstractDelayedfeedbackinonlinelearninghavebeenaddressedbothinthefullinformationsetting(see,e.g....
with Bandits Observations Intermediate Non-stationary
2023-11-14 21:45:2518684.77 MB10
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Non-separable Non-stationary random fields
NonstationaryNonseparableRandomFieldsKangruiWang1OliverHamelijnck12TheodorosDamoulas12MarkSteel2AbstractapplicabletogeneralRDinputspaces.Consideraspatio-temporalstochasticprocessZ(s,t)thathasastati...
random Fields Non-separable Non-stationary
2023-11-14 21:45:251885926.62 KB22
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Near-Optimal Model-Free Reinforcement Learning in Non-stationary Episodic MDPs

Reinforcement Learning for Non-stationary Markov Decision Processes The Blessing of (More) Optimism

Optimizing for the Future in Non-stationary MDPs

Non-stationary Bandits with Intermediate Observations

Non-separable Non-stationary random fields