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This paper provides theoretical bounds for empirical game theoretical analysis of complex multi-agent interactions.
La théorie du jeu les équations intégrales à noyau symétrique. Comptes Rendus de l’Académie 173, 1304–1308 (1921); English translation by Savage, L.: The theory of play and integral equations with skew symmetric kernels
E. Borel. 1953 · 1953
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Analyzing complex strategic interactions in multi-agent games. In AAAI-02 Workshop on Game Theoretic and Decision Theoretic Agents, 2002
W. E. Walsh, R. Das, G. Tesauro, and J.O. Kephart. 2002 · 2002
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Choosing samples to compute heuristic-strategy Nash equilibrium. In Proceedings of the Fifth Workshop on Agent-Mediated Electronic Commerce
W. E. Walsh, D. C. Parkes, and R. Das. 2003 · 2003
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An Evolutionary Game-Theoretic Comparison of Two Double-Auction Market Designs. In Agent-Mediated Electronic Commerce VI, Theories for and Engineering of Distributed Mechanisms and Systems, AAMAS 2004 Workshop, AMEC 2004, New York, NY, USA, July 19, 2004, Revised Selected Papers
Steve Phelps, Simon Parsons, and Peter McBurney. 2004 · 2004
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Bayes’ bluff: Opponent modelling in poker. In Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI-05)
Finnegan Southey, Michael Bowling, Bryce Larson, Carmelo Piccione, Neil Burch, Darse Billings, and Chris Rayner. 2005 · 2005
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Methods for Empirical Game-Theoretic Analysis. In Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, USA
Michael P. Wellman. 2006 · 2006
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Auctions, Evolution, and Multi-agent Learning. In Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 5th, 6th, and 7th European Symposium, ALAMAS 2005-2007 on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected Papers
Steve Phelps, Kai Cai, Peter McBurney, Jinzhong Niu, Simon Parsons, and Elizabeth Sklar. 2007 · 2007
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What evolutionary game theory tells us about multiagent learning
Karl Tuyls and Simon Parsons. 2007 · 2007
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Whole-History Rating: A Bayesian Rating System for Players of Time-Varying Strength. In Computers and Games, 6th International Conference, CG 2008, Beijing, China, September 29 - October 1, 2008. Proceedings
Rémi Coulom. 2008 · 2008
Cited alongside, same era.
Auction Analysis by Normal Form Game Approximation. In Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12, 2008
Michael Kaisers, Karl Tuyls, Frank Thuijsman, and Simon Parsons. 2008 · 2008
Cited alongside, same era.
Enumeration of Nash Equilibria for Two-Player Games
D. Avis, G. Rosenberg, R. Savani, and B. von Stengel. 2010 · 2010
Later among the works it cites.
Colonel Blotto on Facebook: the effect of social relations on strategic interaction. In Web Science 2012, WebSci ’12, Evanston, IL, USA - June 22 - 24, 2012
Pushmeet Kohli, Michael Kearns, Yoram Bachrach, Ralf Herbrich, David Stillwell, and Thore Graepel. 2012 · 2012
Later among the works it cites.
Mastering the game of Go with deep neural networks and tree search
David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Vedavyas Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy P. Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, and Demis Hassabis. 2016 · 2016
Later among the works it cites.
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Marc Lanctot, Vinicius Zambaldi, Audrunas Gruslys, Angeliki Lazaridou, Karl Tuyls, Julien Perolat, David Silver, and Thore Graepel. 2017 · 2017
Later among the works it cites.
Symmetric Decomposition of Asymmetric Games
Karl Tuyls, Julien Perolat, Marc Lanctot, Rahul Savani, Joel Leibo, Toby Ord, Thore Graepel, and Shane Legg. 2018 · 2018
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An evolutionary game-theoretic analysis of poker strategies
Marc Ponsen, Karl Tuyls, Michael Kaisers, and Jan Ramon. 2009 · 2009
Cited alongside, same era.
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