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Markov Decision Processes and Stochastic Positional Games

Optimal Control on Complex Networks

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Markov Decision Processes and Stochastic Positional Games Dmitrii Lozovanu
Koda Libristo: 47176977
Založba Springer, Berlin, november 2024
This book presents recent findings and results concerning the solutions of especially finite state-s... Celoten opis
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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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O knjigi

Polni naslov Markov Decision Processes and Stochastic Positional Games
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2025
Število strani 396
EAN 9783031401824
Koda Libristo 47176977
Založba Springer, Berlin
Teža 628
Mere 155 x 235
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To je povsem preprosto
1 Dodajte knjigo v košarico in izberite dostavo kot darilo 2 V zameno vam bomo poslali kupon 3 Knjiga bo dostavljena na naslov obdarovanca

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