Essentials of Game Theory A Concise, Multidisciplinary Introduction

Name: Essentials of Game Theory A Concise, Multidisciplinary Introduction
Price: 39.38 USD
Availability: InStock
ISBN: 9781598295931

ISBN-10: 1598295934

ISBN-13: 9781598295931

Edition: N/A

Authors: Kevin Leyton-Brown, Yoav Shoham, Ronald Brachman, Thomas Dietterich

List price: $35.00

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Description:

Synthesis Lectures on Artificial Intelligence and Machine Learning Book jacket.

Book details

List price: $35.00
Publisher: Morgan & Claypool Publishers
Publication date: 6/15/2008
Binding: Paperback
Pages: 88
Size: 7.50" wide x 9.50" long x 0.25" tall
Weight: 0.770
Language: English

Yoav Shoham is Professor of Computer Science at Stanford University.



Credits and Acknowledgments


Preface



Games in Normal Form



Example: The TCP User's Game



Definition of Games in Normal Form



More Examples of Normal-Form Games



Prisoner's Dilemma



Common-payoff Games



Zero-sum Games



Battle of the Sexes



Strategies in Normal-form Games



Analyzing Games: From Optimality to Equilibrium



Pareto optimality



Defining Best Response and Nash Equilibrium



Finding Nash Equilibria



Further Solution Concepts for Normal-Form Games



Maxmin and Minmax Strategies



Minimax Regret



Removal of Dominated Strategies



Rationalizability



Correlated Equilibrium



Trembling-Hand Perfect Equilibrium



$$-Nash Equilibrium



Evolutionarily Stable Strategies



Games With Sequential Actions: The Perfect-information Extensive Form



Definition



Strategies and Equilibria



Subgame-Perfect Equilibrium



Backward Induction



Generalizing the Extensive Form: Imperfect-Information Games



Definition



Strategies and Equilibria



Sequential Equilibrium



Repeated and Stochastic Games



Finitely Repeated Games



Infinitely Repeated Games



Stochastic Games



Definition



Strategies and Equilibria



Uncertainty About Payoffs: Bayesian Games



Definition



Information Sets



Extensive Form with Chance Moves



Epistemic Types



Strategies and Equilibria



Computing Equilibria



Ex-post Equilibria



Coalitional Game Theory



Coalitional Games with Transferable Utility



Classes of Coalitional Games



Analyzing Coalitional Games



The Shapley Value



The Core


History and References


References


Index