Essentials of Game Theory: A Concise Multidisciplinary Introduction: Synthesis Lectures on Artificial Intelligence and Machine Learning
Autor Kevin Leyton-Brown, Yoav Shohamen Limba Engleză Paperback – 4 iun 2008
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Specificații
ISBN-13: 9783031004179
ISBN-10: 3031004175
Ilustrații: XVI, 88 p.
Dimensiuni: 191 x 235 mm
Greutate: 0.2 kg
Editura: Springer International Publishing
Colecția Springer
Seria Synthesis Lectures on Artificial Intelligence and Machine Learning
Locul publicării:Cham, Switzerland
ISBN-10: 3031004175
Ilustrații: XVI, 88 p.
Dimensiuni: 191 x 235 mm
Greutate: 0.2 kg
Editura: Springer International Publishing
Colecția Springer
Seria Synthesis Lectures on Artificial Intelligence and Machine Learning
Locul publicării:Cham, Switzerland
Cuprins
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.
Notă biografică
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.