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Cover: 9783031004179 | Essentials of Game Theory | A Concise Multidisciplinary Introduction
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Essentials of Game Theory
A Concise Multidisciplinary Introduction
Taschenbuch von Yoav Shoham (u. a.)
Sprache: Englisch

28,95 €*

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Lieferzeit 4-7 Werktage

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Beschreibung
Game theory is the mathematical study of interaction among independent, self-interested agents. The audience for game theory has grown dramatically in recent years, and now spans disciplines as diverse as political science, biology, psychology, economics, linguistics, sociology, and computer science, among others. What has been missing is a relatively short introduction to the field covering the common basis that anyone with a professional interest in game theory is likely to require. Such a text would minimize notation, ruthlessly focus on essentials, and yet not sacrifice rigor. This Synthesis Lecture aims to fill this gap by providing a concise and accessible introduction to the field. It covers the main classes of games, their representations, and the main concepts used to analyze them.
Game theory is the mathematical study of interaction among independent, self-interested agents. The audience for game theory has grown dramatically in recent years, and now spans disciplines as diverse as political science, biology, psychology, economics, linguistics, sociology, and computer science, among others. What has been missing is a relatively short introduction to the field covering the common basis that anyone with a professional interest in game theory is likely to require. Such a text would minimize notation, ruthlessly focus on essentials, and yet not sacrifice rigor. This Synthesis Lecture aims to fill this gap by providing a concise and accessible introduction to the field. It covers the main classes of games, their representations, and the main concepts used to analyze them.
Über den Autor
Kevin Leyton-Brown is a professor of Computer Science at the University of British Columbia and an associate member of the Vancouver School of Economics. He holds a PhD and M.Sc. from Stanford University (2003; 2001) and a B.Sc. from McMaster University (1998). He studies the intersection of computer science and microeconomics, addressing computational problems in economic contexts and incentive issues in multiagent systems. He also applies machine learning to the automated design and analysis of algorithms for solving hard computational problems.
Inhaltsverzeichnis
Games in Normal Form.- Analyzing Games: From Optimality to Equilibrium.- Further Solution Concepts for Normal-Form Games.- Games with Sequential Actions: The Perfect-information Extensive Form.- Generalizing the Extensive Form: Imperfect-Information Games.- Repeated and Stochastic Games.- Uncertainty about Payoffs: Bayesian Games.- Coalitional Game Theory.- History and References.- Index.
Details
Erscheinungsjahr: 2008
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 108
Reihe: Synthesis Lectures on Artificial Intelligence and Machine Learning
Inhalt: xvi
88 S.
ISBN-13: 9783031004179
ISBN-10: 3031004175
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Shoham, Yoav
Leyton-Brown, Kevin
Hersteller: Springer International Publishing
Springer International Publishing AG
Synthesis Lectures on Artificial Intelligence and Machine Learning
Maße: 235 x 191 x 7 mm
Von/Mit: Yoav Shoham (u. a.)
Erscheinungsdatum: 04.06.2008
Gewicht: 0,219 kg
preigu-id: 121974918
Über den Autor
Kevin Leyton-Brown is a professor of Computer Science at the University of British Columbia and an associate member of the Vancouver School of Economics. He holds a PhD and M.Sc. from Stanford University (2003; 2001) and a B.Sc. from McMaster University (1998). He studies the intersection of computer science and microeconomics, addressing computational problems in economic contexts and incentive issues in multiagent systems. He also applies machine learning to the automated design and analysis of algorithms for solving hard computational problems.
Inhaltsverzeichnis
Games in Normal Form.- Analyzing Games: From Optimality to Equilibrium.- Further Solution Concepts for Normal-Form Games.- Games with Sequential Actions: The Perfect-information Extensive Form.- Generalizing the Extensive Form: Imperfect-Information Games.- Repeated and Stochastic Games.- Uncertainty about Payoffs: Bayesian Games.- Coalitional Game Theory.- History and References.- Index.
Details
Erscheinungsjahr: 2008
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 108
Reihe: Synthesis Lectures on Artificial Intelligence and Machine Learning
Inhalt: xvi
88 S.
ISBN-13: 9783031004179
ISBN-10: 3031004175
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Shoham, Yoav
Leyton-Brown, Kevin
Hersteller: Springer International Publishing
Springer International Publishing AG
Synthesis Lectures on Artificial Intelligence and Machine Learning
Maße: 235 x 191 x 7 mm
Von/Mit: Yoav Shoham (u. a.)
Erscheinungsdatum: 04.06.2008
Gewicht: 0,219 kg
preigu-id: 121974918
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