Evolving adaptive play for the game of spoof using genetic programming

Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games, CIG'06

Volumn , Issue , 2006, Pages 164-172

  Wittkamp, Mark ^a   Barone, Luigi ^a  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

Author keywords

Genetic programming; Imperfect information games; Opponent modelling; Spoof

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER GAMES; GENETIC ALGORITHMS;

ADAPTIVE BEHAVIOUR; EVOLUTIONARY COMPUTATION TECHNIQUES; IMPERFECT INFORMATION; IMPERFECT INFORMATION GAMES; IMPLICIT LEARNING; OPTIMAL PERFORMANCE; SPOOF; TECHNICAL DETAILS;

GENETIC PROGRAMMING;

EID: 45149100612     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIG.2006.311696     Document Type: Conference Paper

References (16)

1. T. Bäck, U. Hammel, and H.-P. Schwefel, "Evolutionary computation: comments on the history and current state," IEEE Transactions on Evolutionary Computation, vol. 1, no. 1, pp. 3-17, April 1997.
2. L. Barone and L. While, "Adaptive learning for poker," in GECCO 2000: Proceedings of the Genetic and Evolutionary Computation Conference. Morgan Kaufmann Publishers, 2000, pp. 566-573.
3. Y. Azaria and M. Sipper, "Using GP-gammon: using genetic programming to evolve backgammon players," in Proceedings of the 8th European Conference on Genetic Programming. Springer, 2005, pp. 132-142.
4. D. Fogel, "Evolving strategies in blackjack," in Proceedings of the 2004 Congress on Evolutionary Computation (CEC '04). IEEE Publications, 2004, pp. 1427-1432.
5. _, "Evolving behaviors in the iterated prisoner's dilemma," Evolutionary Computation, vol. 1, no. 1, pp. 77-97, 1993.
6. P. Hingston and G. Kendall, "Learning versus evolution in iterated prisoner's dilemma," in Proceedings of the 2004 Congress on Evolutionary Computation (CEC '04). IEEE Publications, 2004, pp. 364-372.
7. J. R. Koza, Genetic Programming: On the Programming of Computers By Means of Natural Selection. Cambridge, MA: MIT Press, 1992.
8. K. Kinnear, Jr., "Evolving a sort: Lessons in genetic programming," in Proceedings of the 1993 International Conference on Neural Networks. New York, NY: IEEE Press, 1993.
9. J. Lohn, G. Hornby, and D. Linden, "Evolutionary antenna design for a NASA spacecraft," in Genetic Programming Theory and Practice 11, Springer, 2004, pp. 301-315.
10. A. D. Parkins and A. K. Nandi, "Genetic programming techniques for hand written digit recognition," Signal Processing, vol. 84, no. 12, pp. 2345-2365, 2004.
11. J.-Y. Potvin, P. Soriano, and M. Vallee, "Generating trading rules on the stock markets with genetic programming," Computers & Operations Research, vol. 31. no. 7, pp. 1033-1047, 2004.
12. S. Luke, C. Hohn, J. Farris, G. Jackson, and J. Hendler, "Coevolving soccer softbot team coordination with genetic programming," in RoboCup-97: Robot Soccer World Cup I. Springer-Verlag. 1998.
13. E. Burke, S. Gustafson. and G. Kendall, "A puzzle to challenge genetic programming," in Proceedings of the 5th European Conference on Genetic Programming. Springer-Verlag, 2002, pp. 238-247.
14. D. Jackson, "Evolving defence strategies by genetic programming," in Proceedings of the 8th European Conference on Genetic Programming. Springer, 2005, pp. 281-290.
15. "Spoof strategy," Wikipedia -The Free Encyclopedia, October 2005, URL: http://en.wikipedia.org/wiki/Spoof_Strategy.
16. A. Qureshi, "GPsys 2b," July 2000, URL: http://www.es.ucl.ac. uk/external/A.Qureshi/gpsys.html.