Könyv Markov Decision Processes and Stochastic Positional Games Dmitrii Lozovanu

Markov Decision Processes and Stochastic Positional Games

Optimal Control on Complex Networks

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
61 500 Ft
This book presents recent findings and results concerning the solutions of especially finite state-s...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2025
oldal
396
EAN
9783031401824
Enbook ID
47176977
Súly
628
Méretek
155 x 235

Teljes leírás

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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