Multiresolution state-space discretization for Q-Learning with pseudorandomized discretization-中国期刊网

摘要 Amultiresolutionstate-spacediscretizationmethodwithpseudorandomgriddingisdevelopedfortheepisodicunsupervisedlearningmethodofQ-learning.Itisusedasthelearningagentforclosed-loopcontrolofmorphingorhighlyreconfigurablesystems.Thispaperdevelopsamethodwherebyastate-spaceisadaptivelydiscretizedbyprogressivelyfinerpseudorandomgridsaroundtheregionsofinterestwithinthestateorlearningspaceinanefforttobreaktheCurseofDimensionality.Utilityofthemethodi...

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Multiresolution state-space discretization for Q-Learning with pseudorandomized discretization

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Multiresolution state-space discretization for Q-Learning with pseudorandomized discretization

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