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Titlebook: Markov Decision Processes and Stochastic Positional Games; Optimal Control on C Dmitrii Lozovanu,Stefan Wolfgang Pickl Book 2024 The Editor

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書目名稱Markov Decision Processes and Stochastic Positional Games
副標(biāo)題Optimal Control on C
編輯Dmitrii Lozovanu,Stefan Wolfgang Pickl
視頻videohttp://file.papertrans.cn/625/624625/624625.mp4
概述Provides new algorithmic results, applications and numerical insights.Contains applications of positional games within a class of multi-objective discrete control problems.Presents advanced theoretica
叢書名稱International Series in Operations Research & Management Science
圖書封面Titlebook: Markov Decision Processes and Stochastic Positional Games; Optimal Control on C Dmitrii Lozovanu,Stefan Wolfgang Pickl Book 2024 The Editor
描述.This book presents recent findings and results concerning the solutions of especially finite state-space Markov decision problems and determining Nash equilibria for related stochastic games with average and total expected discounted reward payoffs. In addition, it focuses on a new class of stochastic games: stochastic positional games that extend and generalize the classic deterministic positional games. It presents new algorithmic results on the suitable implementation of quasi-monotonic programming techniques. Moreover, the book presents applications of positional games within a class of multi-objective discrete control problems and hierarchical control problems on networks.. .Given its scope, the book will benefit all researchers and graduate students who are interested in Markov theory, control theory, optimization and games..
出版日期Book 2024
關(guān)鍵詞Markov Problem; Control Theory; Games on Networks; Equilibrium; Decision Theory; Game Theory; Stochastic S
版次1
doihttps://doi.org/10.1007/978-3-031-40180-0
isbn_softcover978-3-031-40182-4
isbn_ebook978-3-031-40180-0Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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International Series in Operations Research & Management Sciencehttp://image.papertrans.cn/m/image/624625.jpg
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978-3-031-40182-4The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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0884-8289 Given its scope, the book will benefit all researchers and graduate students who are interested in Markov theory, control theory, optimization and games..978-3-031-40182-4978-3-031-40180-0Series ISSN 0884-8289 Series E-ISSN 2214-7934
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