A Language for Modeling Agents' Decision Making Processes in Games

Proceedings of the International Conference on Autonomous Agents

Volumn 2, Issue , 2003, Pages 265-272

  Gal, Ya'akoy ^a   Pfeffer, Avi ^a  

^a HARVARD UNIVERSITY   (United States)

Author keywords

Decision making under uncertainty; Game theory; Opponent modeling

Indexed keywords

DATA STRUCTURES; DECISION MAKING; FUNCTIONS; GAME THEORY; MATHEMATICAL MODELS; MULTI AGENT SYSTEMS; PROBABILITY; UNCERTAIN SYSTEMS;

DECISION-MAKING UNDER UNCERTAINTY; OPPONENT MODELING;

ARTIFICIAL INTELLIGENCE;

EID: 1142268789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/860575.860618     Document Type: Conference Paper

References (19)

1. A.Rubinstein. Modeling Bounded Rationality. MIT Press, 1998.
2. D. Billings. The first international RoShamBo programming competition. International Computer Games Association Journal, 23(1), March 2000.
3. D.Suryadi and P.J. Gmytrasiewicz. Learning models of other agents using influence diagrams. In Proc. Seventh International Conference on User Modeling (UM-99), pages 223-232, 1999.
4. D. Egnor. Iocaine Powder. International Computer Games Association Journal, 23(1), March 2000.
5. F.V.Jensen F.Jensen and S. L Dittmer. From influence diagrams to junction trees. In UAI, pages 367-373, 1994.
6. D. Fudenberg and D. K. Levine. The Theory of Learning in Games. MIT Press, 1998.
7. Y. Gal and A. Pfeffer. Modeling agents' beliefs using networks of influence diagrams. Technical Report TR-06-03, Harvard University, 2003.
8. G.Gigerenzer and R.Selten editors. Bounded Rationality: The Adaptive Toolbox. MIT Press, 2001.
9. H.A.Simon. A behavioral model of rational choice. Quarterly Journal of Economics, 69:99-118, 1955.
10. R.A. Howard and J.E. Matheson. Influence diagrams. In Readings on the Principles and Applications of Decision Analysis, pages 721-762, 1984.
11. J.C.Harsanyi. Games with incomplete information played by 'Bayesian' players. Management Science, 14:159-182, 320-334, 486-502, 1967-68.
12. J.Nash. Equilibrium points in n-person games. Proc. National Academy of Sciences of the USA, 36:48-49.
13. M. Kearns, M. Littman, and S. Singh. Graphical models for game theory. In UAI, pages 253-260, 2001.
14. D. Koller and B. Milch. Multi-agent influence diagrams for representing and solving games. In IJCAI, 2001.
15. P.Gmytrasiewicz and E.H.Durfee. Rational communication in multi-agent environments. Autonomous Agents and Multi-Agent Systems Journal, 2000.
16. R.D.Luce and H.Raiffa. Games and decisions. New York: Wiley, 1957.
17. S. Russell and E. Wefald. Do the right thing: Studies in Limited Rationality. MIT Press, 1991.
18. R. D. Shachter. Evaluating influence diagrams. Operations Research, 34:871-882, 1986.
19. T.C.Schelling. The Strategy of Conflict. Harvard Univesity Press. Cambridge, Mass., 1960.