Markov Decision Processes and Stochastic Positional Games Optimal Control on Complex Networks

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 stochast...

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Bibliographic Details
Main Authors: Lozovanu, Dmitrii, Pickl, Stefan Wolfgang (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2024, 2024
Edition:1st ed. 2024
Series:International Series in Operations Research & Management Science
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Discrete Markov Processes and Numerical Algorithms for Markov Chains
  • Markov Decision Processes and Stochastic Control Problems on Networks
  • Stochastic Games and Positional Games on Networks