A decision making framework for game playing using evolutionary optimization and learning

Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004

Volumn 1, Issue , 2004, Pages 373-380

  Mark, Alexandra ^a   Sendhoff, Bernhard ^a   Wersing, Heiko ^a  

^a HONDA RESEARCH INSTITUTE EUROPE GMBH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ITERATIVE PRISONER'S DILEMMA (IPD); PAYOFF; PREDICTION LEARNING; SYSTEM COUNTER STRATEGIES;

COMPETITION; GAME THEORY; GENETIC ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; MATRIX ALGEBRA; NEURAL NETWORKS; OPTIMIZATION; POPULATION STATISTICS;

DECISION MAKING;

EID: 4344594113     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. P. J. Darwen and X. Yao. Speciation as automatic categorical modularization. IEEE Trans. Evolutionary Compulation, 1(2):101-108, 1997.
2. D. Carmel and S. Markovitch. Learning models of intelligent agents. In Proc. 13th Nat. Conf. Al, pages 62-67. AAAI Press, 1996.
3. D. Suryadi and P. J. Gmytrasiewicz. Learning models of other agents using influence diagrams. In Proc. Int. Conf. User Modeling, pages 223-232, 1999.
4. J. M. Vidal and E. H. Durfee. Recursive agent modeling using limited rationality. In Proc. 1st Int. Conf. on Multiagent Systems (ICMAS), 1995.
5. C. Meyer, J. Ganascia, and J. Zucker. Learning strategies in games by anticipation. In Proc. 15th Int. Joint Conf. on AI (IJCAI-97), pages 698-703, 1997.
6. M. Taiji and T. Ikegami. Dynamics of internal models in game players. Physica D, 134(2):253-266, 1999.
7. W. Schultz, P. Dayan, and R. P. Montague. A neural substrate of prediction and reward. Science, 275:1593-1599, 1997.
8. M. V. Butz, O. Sigaud, and P. Gérard, editors. Anticipatory behavior in adaptive learning systems. Springer, New York, 2003.
9. T. Ikegami and G. Morimoto. Chaotic itinerancy in coupled dynamical recognizers. Chaos, 13(3): 1133-1147, September 2003.
10. J. W. Payne, J. R. Bettman, and E. J. Johnson. The adaptive decision maker. Cambridge University Press, 1993.
11. S. Kuhn. Prisoner's dilemma, 2003. The Stanford Encyclopedia of Philosophy (Fall 2003 Edition), http://plato.stanford.edu/archives/fall2003/entries/prisoner-dilemma/.
12. M. Riedmiller and H. Braun. A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In Proc. IEEE Int. Conf. Neural Networks, volume I, pages 586-591. IEEE/INNS, 1993.
13. D. Billing. The first international roshambo programming competition, 1999. http://www.cs.ualberta.ca/darse/rsbpcl.html.
14. D. Egnor. Iocaine powder, 1999. RPS strategy, http://dan.egnor.name/iocaine.html.