Using iterated reasoning to predict opponent strategies

10th International Conference on Autonomous Agents and Multiagent Systems 2011, AAMAS 2011

Volumn 1, Issue , 2011, Pages 553-560

  Wunder, Michael ^a   Yaros, John Robert ^a   Kaisers, Michael ^b   Littman, Michael ^a  

^a RUTGERS UNIVERSITY   (United States)

^b MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

Cognitive models; Iterated reasoning; Multiagent systems; POMDPs; Repeated games

Indexed keywords

AUTONOMOUS AGENTS; BEVERAGES; MULTI AGENT SYSTEMS; REINFORCEMENT LEARNING;

CLASSICAL GAME THEORY; COGNITIVE MODEL; ITERATED REASONING; MULTI-AGENT DECISION MAKING; MULTI-AGENT GAMES; POMDPS; REASONING PROCESS; REPEATED GAMES;

DECISION MAKING;

EID: 84899434410     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. D. Billings. The first international roshambo programming competition. ICGA Journal, 23, 2000.
2. C. F. Camerer. Behavioral Game Theory: Experiments in Strategic Interaction. Princeton University Press, 2003.
3. C. F. Camerer, T.-H. Ho, and J.-K. Chong. A cognitive hierarchy model of games. Quarterly Journal of Economics, 119:861-898, 2004.
4. M. Costa-Gomes, V. Crawford, and B. Broseta. Cognition and behavior in normal-form games: An experimental study. Econometrica, 69(5):1193-1235, 2001.
5. E. M. de Cote, A. Chapman, A. M. Sykulski, and N. R. Jennings. Automated planning in adversarial repeated games. UAI, 2010.
6. D. Egnor. Iocaine powder. ICGA Journal, 23, 2000.
7. N. Friess, J. Aycock, and R. Vogt. Black market botnets. MIT Spam Conference, 2008.
8. Y. Gal. Reasoning about Rationality and Beliefs. PhD thesis, Harvard University, June 2006.
9. P. Gmytrasiewicz and P. Doshi. A framework for sequential planning in multiagent settings. Journal of AI Research (JAIR), 24:49-79, 2005.
10. P. J. Gmytrasiewicz and E. H. Durfee. A rigorous, operational formalization of recursive modeling. Proceedings of the First International Conference on Multi-Agent Systems, pages 125-132, 1995.
11. P. J. Gmytrasiewicz and E. H. Durfee. Rational communication in multi-agent environments. Autonomous Agents and Multi-Agent Systems Journal, 4:233-272, 2001.
12. P. R. Jordan, M. P. Wellman, and G. Balakrishnan. Strategy and mechanism lessons from the first ad auctions trading agent competition. Proceedings of the 11th ACM Conference on Electronic Commerce, 2010.
13. K. Leyton-Brown and Y. Shoham. Essentials of Game Theory: A Concise, Multidisciplinary Introduction. Morgan and Claypool, 2008.
14. J. Niu, K. Cai, P. McBurney, and S. Parsons. An analysis of entries in the first TAC market design competition. In Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, December 2008.
15. D. Ray, B. King-Casas, P. R. Montague, and P. Dayan. Bayesian model of behaviour in economic games. Advances in Neural Information Processing Systems (NIPS), 2008.
16. J. R. Wright and K. Leyton-Brown. Beyond equilibrium: Predicting human behavior in normal form games. The Twenty-Fourth Conference on Artificial Intelligence (AAAI-10), 2010.
17. M. Zinkevich. The lemonade game competition. http://tech.groups.yahoo. com/group/lemonadegame/, December 2009.