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Markov Decision Processes and Stochastic Positional Games

Optimal Control on Complex Networks
BuchGebunden
396 Seiten
Englisch
Springererschienen am13.01.20241st ed. 2024
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.mehr
Verfügbare Formate
BuchGebunden
EUR149,79
E-BookPDF1 - PDF WatermarkE-Book
EUR139,09

Produkt

KlappentextThis 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.
Details
ISBN/GTIN978-3-031-40179-4
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2024
Erscheinungsdatum13.01.2024
Auflage1st ed. 2024
ReiheInternational Series in Operations Research & Management Science
Seiten396 Seiten
SpracheEnglisch
IllustrationenXIX, 396 p. 41 illus.
Artikel-Nr.54121873
Rubriken
GenreWirtschaft

Inhalt/Kritik

Inhaltsverzeichnis
Discrete Markov Processes and Numerical Algorithms for Markov Chains.- Markov Decision Processes and Stochastic Control Problems on Networks.- Stochastic Games and Positional Games on Networksmehr

Schlagworte

Autor

Prof. Dmitrii Lozovanu is head of the department of Applied Mathematics at the Faculty of Mathematics and Computer Science, Moldova State University, Chisinau, Moldova. His main research interests are in discrete optimization, game theory, optimal control and stochastic decision-making processes.

Prof. Stefan Pickl is a Professor of Operations Research at Bundeswehr University Munich, Germany. He studied mathematics, electrical engineering, and philosophy at the TU Darmstadt, Germany and EPFL Lausanne, Switzerland. He is also associated with the Centre for the Advanced Study of Algorithms (CASA), USA and Center for Network Innovation and Experimentation (CENETIX), USA.
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Pickl, Stefan Wolfgang