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Stochastic multiplayer games

theory and algorithms 

Auteur: M. Ummels

Engels - Paperback

174 pagina's  |  Pallas Publications  |  december 2010

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Stochastic games provide a versatile model for reactive systems that are affected by random events. This dissertation advances the algorithmic theory of stochastic games to incorporate multiple players, whose objectives are not necessarily conflicting. The basis of this work is a comprehensive complexity theoretic analysis of the standard game-theoretic solution concepts in the context of stochastic games over a finite state space. One main result is that the constrained existence of a Nash equilibrium becomes undecidable in this setting. This impossibility result is accompanied by several positive results, including efficient algorithms for natural special cases.

Michael Ummels received his diploma degree in computer science from RWTH Aachen University. He started his doctoral studies at the same university in 2006, supervise by Prof. Dr. Erich Grädel and Prof. Dr. Dr.h.c. Wolfgang Thomas. As ofFebruary 2010, the author is a postdoctoral researcher at ENS Cachan.



Auteur(s)M. Ummels
Soort boek Paperback, 174 pagina's
Uitgever Pallas Publications , Verschijningsjaar: 2010
ISBN-13 9789085550402
ISBN-10 9085550408
Taal Engels


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