Titlebook: Competitive Markov Decision Processes; Jerzy Filar,Koos Vrieze Textbook 1997 Springer-Verlag New York, Inc. 1997 Markov.Markov chain.Marko

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Markov Decision Processes: The Noncompetitive Casethis book, the entire subject of Markov decision processes forms only a special case of the competitive Markov decision processes, that is, Stochastic Games. Namely, this is the case where there is only one controller, and hence the underlying mathematical problem is “merely” an optimization problem

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Stochastic Games via Mathematical Programmingecision processes where there are two or more controllers, usually called ., whose fortunes are coupled either because the probability transitions are coupled or because their rewards are coupled, or both. It is assumed that the players have complete knowledge of these coupling functions but that th

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Applications and Special Classes of Stochastic Games situation as a stochastic game leads to a game where the data have certain structural characteristics. For example, a characteristic property could be that the data of the game are such that the transition probabilities are influenced only by the action variable of one player, thus leading to the c

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Textbook 1997aduate courses for which this book could usefully serve as a text. A characteristic feature of competitive Markov decision processes - and one that inspired our long-standing interest - is that they can serve as an "orchestra" containing the "instruments" of much of modern applied (and at times even

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ate and graduate courses for which this book could usefully serve as a text. A characteristic feature of competitive Markov decision processes - and one that inspired our long-standing interest - is that they can serve as an "orchestra" containing the "instruments" of much of modern applied (and at times even978-1-4612-8481-9978-1-4612-4054-9

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Applications and Special Classes of Stochastic Gamesate the special features of the various classes. The emphasis in these applications will be placed on the representation as a stochastic game and on general properties of such games, rather than on the computation of solutions of special examples.

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https://doi.org/10.1007/978-3-8351-9092-4ate the special features of the various classes. The emphasis in these applications will be placed on the representation as a stochastic game and on general properties of such games, rather than on the computation of solutions of special examples.

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