Markov Decision Processes and Stochastic Positional Games : Optimal Control o...

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Book Title	Markov Decision Processes and Stochastic Positional Games : Optim
Author	Lozovanu, Dmitrii; Pickl, Stefan Wolfgang
Language	english
ISBN	9783031401794

Markov Decision Processes and Stochastic Positional Games : Optimal Control on Complex Networks, Hardcover by Lozovanu, Dmitrii; Pickl, Stefan Wolfgang, ISBN 3031401794, ISBN-13 9783031401794, Like New Used, Free P&P in the UK

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, th presents applications of positional games within a class of multi-objective discrete control problems and hierarchical control problems on networks.

Given its scope, th will benefit all researchers and graduate students who are interested in Markov theory, control theory, optimization and games.

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