Lectures in Game Theory for Computer Scientists

ISBN-13: 9780521198660 / Angielski / Twarda / 2011 / 295 str.

Krzysztof R Apt

Opis

Games provide mathematical models for interaction. Numerous tasks in computer science can be formulated in game-theoretic terms. This fresh and intuitive way of thinking through complex issues reveals underlying algorithmic questions and clarifies the relationships between different domains. This collection of lectures, by specialists in the field, provides an excellent introduction to various aspects of game theory relevant for applications in computer science that concern program design, synthesis, verification, testing and design of multi-agent or distributed systems. Originally devised for a Spring School organised by the GAMES Networking Programme in 2009, these lectures have since been revised and expanded, and range from tutorials concerning fundamental notions and methods to more advanced presentations of current research topics. This volume is a valuable guide to current research on game-based methods in computer science for undergraduate and graduate students. It will also interest researchers working in mathematical logic, computer science and game theory.

Recenzje

"The last lecture is, from my point of view, the most insightful... it is itself well worth the price of the book."
Fernando Berzal, Computing Reviews

Spis treści

List of contributors; Preface Krzysztof R. Apt and Erich Grädel; 1. A primer on strategic games Krzysztof R. Apt; 2. Infinite games and automata theory Christof Löding; 3. Algorithms for solving parity games Marcin Jurdziński; 4. Back and forth between logic and games Erich Grädel; 5. Turn-based stochastic games Antonín Kučera; 6. Games with imperfect information: theory and algorithms Laurent Doyen and Jean-François Raskin; 7. Graph searching games Stephan Kreutzer; 8. Beyond Nash equilibrium: solution concepts for the 21st century Joseph Y. Halpern; Index.