Learning control for xpilot agents in the core

2006 IEEE Congress on Evolutionary Computation, CEC 2006

Volumn , Issue , 2006, Pages 800-807

  Parker, Matt ^a   Parker, Gary B ^b  

^a INDIANA UNIVERSITY   (United States)

^b The Holleran Center for Community Action and Public Policy   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING CONTROL; XPILOT LEARNING ENVIRONMENT;

EVOLUTIONARY ALGORITHMS; FUNCTION EVALUATION; GAME THEORY; LEARNING SYSTEMS;

INTELLIGENT AGENTS;

EID: 34547254503     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Fogel, D. Blondie24: Playing at the Edge of AI, Morgan Kaufmann Publishers, Inc., San Francisco, CA., 2002.
2. Konidaris, G., Shell, D., and Oren, N. "Evolving Neural Networks for the Capture Game," Proceedings of the SAICSIT Postgraduate Symposium, Port Elizabeth, South Africa, September 2002.
3. Hingston, P. and Kendall, G. "Learning versus Evolution in Iterated Prisoner's Dilemma," Proceedings of the International Congress on Evolutionary Computation 2004 (CEC'04), Portland, Oregon, 20-23 June 2004, pp 364-372.
4. Cole, N., Louis, S., and Miles, C. "Using a Genetic Algorithm to Tune First-Person Shooter Bots," Proceedings of the International Congress on Evolutionary Computation 2004 (CEC'04), Portland, Oregon, 2004, pp 139-145.
5. Yannakakis, G. and Hallam, J. "Evolving Opponents for Interesting Interactive Computer Games," Proceedings of the 8th International Conference on the Simulation of Adaptive Behavior (SAB'04); From Animals to Animats 8, 2004, pp 499-508.
6. Funes, P. and Pollack, J. "Measuring Progress in revolutionary Competition," From Animals to Animats 6: Proceedings of the Sixth International Conference on Simulation of Adaptive Behavior. 2000, pp 450-459.
7. Parker, G., Parker, M., and Johnson, S. "Evolving Autonomous Agent Control in the Xpilot Environment," Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC 2005), Edinburgh, UK., September 2005.
8. Parker, G., Doherty, T., and Parker, M. "Evolution and Prioritization of Survival Strategies for a Simulated Robot in Xpilot," Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC 2005), Edinburgh, UK., September 2005.
9. Cantu-Paz, E. "A Survey of Parallel Genetic Algorithms," Technical Report 97003, Illinois Genetic Algorithms Laboratory, Department of General Engineering, University of Illinois, Urbana, Illinois, 1997.
10. Tomassini, T. "Parallel and Distributed Evolutionary Algorithms: A Review," Evolutionary Algorithms in Engineering and Computer Science, pages 113-133. J. Wiley and Sons, Chichester,1999.
11. Parker, G. and Rawlins, G. "Cyclic Genetic Algorithms for the Locomotion of Hexapod Robots," Proceedings of the World Automation Congress (WAC '96), Volume 3, Robotic and Manufacturing Systems. May 1996.
12. Parker, G. and Georgescu, R. "Using Cyclic Genetic Algorithms to Evolve Multi-Loop Control Programs," The 2005 IEEE International Conference on Mechatronics and Automation (ICMA 2005), Niagara Falls, Ontario, Canada, July 2005.
13. Bongard J. and Lipson, H. "Nonlinear System Identification using CoEvolution of Models and Tests," IEEE Transactions on Evolutionary Computation, 2004.
14. de Jong, E. "The Maxsolvc Algorithm for Coevolution." Proceedings of the Genetic and Evolutionary Computation Conference, 2005.
15. Popovici, E. and De Jong, K. "Relationships between Internal and External Metrics in Co-evolution," Proceedings of the Congress on Evolutionary Computation - CEC-2005.
16. Rosin, C. and Belew, R. "New Methods for Competitive Coevolution." Evolutionary Computation, 1997, 5(1):1-29.
17. Williams, N. and Mitchell, M. "Investigating the Success of Spatial Coevolutionary Learning," Proceedings of the 2005 Genetic and Evolutionary Computation Conference, GECCO-2005 , New York: ACM Press, 523-530, 2005.
18. Ventrella, J. "Attractiveness vs Efficiency (How Mate Preference Affects Locomotion in the Evolution of Artificial Swimming Organisms)," Artificial Life VI, MIT Press. 178-186, 1998.
19. Werner, G. and Dyer, M. "Evolution of communication in artificial organisms." Artificial Life II, Addison-Wesley. 659-687, 1991.
20. Watson R., Ficici S., and Pollack J., "Embodied Evolution: Embodying an Evolutionary Algorithm in a Population of Robots". Proceedings of the IEEE Congress on Evolutionary Computation, pp. 335-342, 1999.
21. Harvey I. "Artificial Evolution: A Continuing SAGA," In Evolutionary Robotics: From Intelligent Robots to Artificial Life, Takashi Gomi (ed.), Proceedings of the 8th International Symposium on Evolutionary Robotics (ER2001). 2001.