9780387948058-0387948058-Competitive Markov Decision Processes

Competitive Markov Decision Processes

ISBN-13: 9780387948058
ISBN-10: 0387948058
Edition: 1997
Author: Filar, Jerzy, Vrieze, Koos
Publication date: 1996
Publisher: Springer
Format: Hardcover 406 pages
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Book details

ISBN-13: 9780387948058
ISBN-10: 0387948058
Edition: 1997
Author: Filar, Jerzy, Vrieze, Koos
Publication date: 1996
Publisher: Springer
Format: Hardcover 406 pages

Summary

Acknowledged authors Filar, Jerzy, Vrieze, Koos wrote Competitive Markov Decision Processes comprising 406 pages back in 1996. Textbook and eTextbook are published under ISBN 0387948058 and 9780387948058. Since then Competitive Markov Decision Processes textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

This book is intended as a text covering the central concepts and techniques of Competitive Markov Decision Processes. It is an attempt to present a rig orous treatment that combines two significant research topics: Stochastic Games and Markov Decision Processes, which have been studied exten sively, and at times quite independently, by mathematicians, operations researchers, engineers, and economists. Since Markov decision processes can be viewed as a special noncompeti tive case of stochastic games, we introduce the new terminology Competi tive Markov Decision Processes that emphasizes the importance of the link between these two topics and of the properties of the underlying Markov processes. The book is designed to be used either in a classroom or for self-study by a mathematically mature reader. In the Introduction (Chapter 1) we outline a number of advanced undergraduate and graduate courses for which this book could usefully serve as a text. A characteristic feature of competitive Markov decision processes - and one that inspired our long-standing interest - is that they can serve as an "orchestra" containing the "instruments" of much of modern applied (and at times even pure) mathematics. They constitute a topic where the instruments of linear algebra, applied probability, mathematical program ming, analysis, and even algebraic geometry can be "played" sometimes solo and sometimes in harmony to produce either beautifully simple or equally beautiful, but baroque, melodies, that is, theorems.

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