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Algorithmic Game Theory (CS364A), Fall 2013

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Cascading behavior in networks: algorithmic and economic issues Jon Kleinberg; 25. Algorithms and complexity theory for learning and computing Nash and market equilibria. Cost sharing Kamal Jain and Mohammad Mahdian; 16. The courses will not be simulcasted or otherwise synchronized, but will cover highly overlapping materials and will share resources like lecture notes. Algorithms for equilibria Christos Papadimitriou; 3. The top trading cycle algorithm for housing allocation. Computational aspects of information markets David M.

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Algorithmic Game Theory

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Goal, Math of Operations Research, 36: 762-782 2011. Inefficiency of equilibria in network formation games Eva Tardos and Tom Wexler; 20. Please by rewriting it in an. In the last few years game theory has had a substantial impact on computer science, especially on Internet- and e-commerce-related issues. The payments should be carefully chosen as to motivate all participants to act as the algorithm designer wishes.

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algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Students, researchers, and practitioners alike need to learn more about these fascinating theoretical developments and their widespread practical application. This often, for example, rules out the classic economic mechanism, the. More than 40 of the top researchers in this field have written chapters that go from the foundations to the state of the art. Cryptography and game theory Yevgeniy Dodis and Tal Rabin; 7. Incentives in peer-to-peer systems John Chuang, Michal Feldman and Moshe Babaioff; 24. It typically employs the analytic tools of , such as and , in contrast to classical mechanism design in economics which often makes distributional assumptions about the agents. Knapsack auctions and algorithmic mechanism design.

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6.853: Topics in Algorithmic Game Theory, Fall 2011

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Fast convergence to near-optimal solutions in smooth potential games. This class aims to tackle some of the fundamental problems at the interface of Computer Science and Game theory, with an emphasis on algorithms and computational complexity. Selfish load-balancing Berthold Voecking; 21. Learning, regret minimization and correlated equilibria Avrim Blum and Yishay Mansour; 5. Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on incentives and pricing, cost sharing, information markets and cryptography and security. Sinha, 4th International Information Hiding Workshop, Pittsburgh 2001. Research interest: Algorithms and algorithmic game theory, the subarea of theoretical computer science theory of designing systems and algorithms for selfish users.

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Vijay V. Vazirani

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Students taking the course for a letter grade are also required to complete biweekly problem sets, which supplement the material covered in lecture. Manipulation-resistant reputation systems Eric Friedman, Paul Resnick and Rahul Sami; 28. Algorithmic Game Theory effectively brings the reader to the frontiers of this research. . It also considers computational constraints to be of central importance: mechanisms that cannot be efficiently implemented in polynomial time are not considered to be viable solutions to a mechanism design problem. In 2001 he published what is widely regarded as the definitive book on Approximation Algorithms; this book has been translated into Japanese, Polish and French. Wexler: , in Cambridge University Press, expected 2007.

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Algorithmic game theory

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on important game theory applications such as incentives and pricing, cost sharing, information markets and cryptography and security. In Cambridge University Press, expected 2007. Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on incentives and pricing, cost sharing, information markets and cryptography and security. Distributed algorithmic mechanism design Joan Feigenbaum, Michael Schapira and Scott Shenker; 15. August 2013 Algorithmic game theory is an area in the intersection of and , with the objective of understanding and design of algorithms in environments. The template contains commands for Theorem, Lemma, Corollary, Proposition, Claim, Definition, Construction, Remark etc. The central theme in his research career has been the design of efficient algorithms.

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Algorithmic game theory

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Students, researchers and practitioners alike need to learn more about these fascinating theoretical developments and their widespread practical application. Connection to learning coarse correlated equilbria. Discrete Math, 24 3 , 2010. Additionally, he has also worked on complexity theory, cryptography, coding theory and game theory. The minimax theorem for two-player zero sum games. In 2001 he published what is widely regarded as the definitive book on Approximation Algorithms; this book has been translated into Japanese, Polish and French.

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Algorithmic game theory

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

It combines ideas such as utility maximization and mechanism design from , rationality and from game theory, with such concepts as and algorithm design from and theoretical. More than 40 of the top researchers in this field have written chapters that go from the foundations to the state of the art. Characterization of Implementable Social Choice Functions: Roberts Theorem. Students are encouraged to form groups up to three students to complete the problem sets. Combinatorial auctions Noam Nisan and Liad Blumrosen; 12. Pennock and Rahul Sami; 27.

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Vijay V. Vazirani

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Arkin, Journal of Theoretical Biology, vol. Books , Springer-Verlag, Berlin, 2001. Roughgarden, an earlier and longer version. Prerequisites: basic algorithms and complexity 154N and 161, or equivalent. Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on incentives and pricing, cost sharing, information markets and cryptography and security. Thus, game theory is a natural way to view the Internet and interactions within it, both human and mechanical.

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Untitled Document

algorithmic game theory nisan noam roughgarden tim tardos eva vazirani vijay v

Research Interests Algorithmic problems in mathematical economics and game theory, design of efficient exact and approximation algorithms, computational complexity theory. In those situations, the might not report the input truthfully because of their own personal interests. Rephrasing problems in terms of games allows the analysis of Internet-based interactions and the construction of mechanisms to meet specified demands. Bonus of 10% if you scribe a second lecture. Game theory studies equilibria such as the.

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