Markov Decision Processes and Stochastic Positional Games

Name: Markov Decision Processes and Stochastic Positional Games
Brand: Springer, Berlin
SKU: 9783031401824
Price: 3654 CZK
Availability: InStock

Optimal Control on Complex Networks

Autor: Dmitrii Lozovanu, Stefan Wolfgang Pickl

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This book presents recent findings and results concerning the solutions of especially finite state-s...

Informace o knize

Autor

Dmitrii Lozovanu, Stefan Wolfgang Pickl

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2025

Stránek

396

EAN

9783031401824

Enbook ID

47176977

Vydavatel

Springer, Berlin

Hmotnost

628

Rozměry

155 x 235

Kompletní popis

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také