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Markov Decision Processes and Stochastic Positional Games: Optimal Control on Complex Networks: 349 (International Series in Operations Research & Management Science) - Tapa dura
Sinopsis
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.
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Acerca del autor
Prof. Dmitrii Lozovanu is head of the department of Applied Mathematics at the Faculty of Mathematics and Computer Science, Moldova State University, Chisinau, Moldova. His main research interests are in discrete optimization, game theory, optimal control and stochastic decision-making processes.
Prof. Stefan Pickl is a Professor of Operations Research at Bundeswehr University Munich, Germany. He studied mathematics, electrical engineering, and philosophy at the TU Darmstadt, Germany and EPFL Lausanne, Switzerland. He is also associated with the Centre for the Advanced Study of Algorithms (CASA), USA and Center for Network Innovation and Experimentation (CENETIX), USA.
De la contraportada
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.
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Markov Decision Processes and Stochastic Positional Games: Optimal Control on Complex Networks (International Series in Operations Research & Management Science, 349)
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Markov Decision Processes and Stochastic Positional Games: Optimal Control on Complex Networks (International Series in Operations Research & Management Science, 349)
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Markov Decision Processes and Stochastic Positional Games (Hardcover)
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Springer International Publishing AG, Cham, 2024
ISBN 10: 3031401794
ISBN 13: 9783031401794
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Hardcover. Condición: new. Hardcover. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9783031401794
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Markov Decision Processes and Stochastic Positional Games
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Springer International Publishing, Springer International Publishing Jan 2024, 2024
ISBN 10: 3031401794
ISBN 13: 9783031401794
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 416 pp. Englisch. Nº de ref. del artículo: 9783031401794
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Markov Decision Processes and Stochastic Positional Games
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Springer International Publishing, 2023
ISBN 10: 3031401794
ISBN 13: 9783031401794
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Librería: moluna, Greven, Alemania
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Gebunden. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides new algorithmic results, applications and numerical insightsContains applications of positional games within a class of multi-objective discrete control problemsPresents advanced theoretical and practical resultsProf. Dm. Nº de ref. del artículo: 913665956
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Markov Decision Processes and Stochastic Positional Games: Optimal Control on Complex Networks: 349 (International Series in Operations Research & Management Science)
Librería: Books Puddle, New York, NY, Estados Unidos de America
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Condición: New. 1st ed. 2024 edition NO-PA16APR2015-KAP. Nº de ref. del artículo: 26396942357
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