Methods for Empirical Game-Theoretic Analysis

An emerging empirical methodology bridges the gap between game theory and simulation for practical strategic reasoning.

[1]  Michael P. Wellman,et al.  Generating trading agent strategies: Analytic and empirical methods for infinite and large games , 2005 .

[2]  Pierre L'Ecuyer,et al.  Efficiency improvement and variance reduction , 1994, Proceedings of Winter Simulation Conference.

[3]  Michael P. Wellman,et al.  STRATEGIC INTERACTIONS IN A SUPPLY CHAIN GAME , 2005, Comput. Intell..

[4]  Michael P. Wellman,et al.  Empirical Game-Theoretic Analysis of Chaturanga , 2006 .

[5]  Tuomas Sandholm,et al.  Finding equilibria in large sequential games of imperfect information , 2006, EC '06.

[6]  Michael P. Wellman,et al.  Approximate Strategic Reasoning through Hierarchical Reduction of Large Symmetric Games , 2005, AAAI.

[7]  Daphne Koller,et al.  Multi-Agent Influence Diagrams for Representing and Solving Games , 2001, IJCAI.

[8]  Rajarshi Das,et al.  Choosing Samples to Compute Heuristic-Strategy Nash Equilibrium , 2003, AMEC.

[9]  Michael P. Wellman,et al.  Self-Confirming Price Prediction for Bidding in Simultaneous Ascending Auctions , 2005, UAI.

[10]  Michael P. Wellman,et al.  Learning payoff functions in infinite games , 2005, Machine Learning.

[11]  Yoav Shoham,et al.  Simple search methods for finding a Nash equilibrium , 2004, Games Econ. Behav..

[12]  Paul R. Milgrom,et al.  Putting Auction Theory to Work: The Simultaneous Ascending Auction , 1999, Journal of Political Economy.

[13]  Ya'akov Gal,et al.  Reasoning about rationality and beliefs , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[14]  Moshe Tennenholtz,et al.  Local-Effect Games , 2003, IJCAI.

[15]  Michael L. Littman,et al.  Graphical Models for Game Theory , 2001, UAI.

[16]  Michael P. Wellman,et al.  Empirical game-theoretic analysis of the TAC Supply Chain game , 2007, AAMAS '07.

[17]  Michael P. Wellman,et al.  Empirical Game-Theoretic Analysis of the TAC Market Games , 2006 .

[18]  Norman M. Sadeh,et al.  The supply chain trading agent competition , 2005, Electron. Commer. Res. Appl..

[19]  Michael P. Wellman,et al.  Searching for Walverine 2005 , 2005, AMEC@AAMAS/TADA@IJCAI.

[20]  Joakim Eriksson,et al.  Evolution of a supply chain management game for the Trading Agent Competition , 2006, AI Commun..

[21]  Michael P. Wellman,et al.  Empirical mechanism design: methods, with application to a supply-chain scenario , 2006, EC '06.