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A Course in Stochastic Game Theory.

A Course in Stochastic Game Theory.

・ISBN 978-1-316-51633-1 hard GB£ 87.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-009-02970-4

著者・編者Solan, Eilon,
シリーズLondon Mathematical Society Student Texts
出版社(Cambridge University Press, UK)
出版年月2022
ページ数275 pp.
言語ENG
ニュース番号<M25-14110>

解説

Stochastic games have an element of chance: the state of the next round is determined probabilistically depending upon players' actions and the current state. Successful players need to balance the need for short-term payoffs while ensuring future opportunities remain high. The various techniques needed to analyze these often highly non-trivial games are a showcase of attractive mathematics, including methods from probability, differential equations, algebra, and combinatorics. This book presents a course on the theory of stochastic games going from the basics through to topics of modern research, focusing on conceptual clarity over complete generality. Each of its chapters introduces a new mathematical tool - including contracting mappings, semi-algebraic sets, infinite orbits, and Ramsey's theorem, among others - before discussing the game-theoretic results they can be used to obtain. The author assumes no more than a basic undergraduate curriculum and illustrates the theory with numerous examples and exercises, with solutions available online.