The WCCI 2008 simulated car racing competition

2008 IEEE Symposium on Computational Intelligence and Games, CIG 2008

Volumn , Issue , 2008, Pages 119-126

  Loiacono, Daniele ^a   Togelius, Julian ^b   Lanzi, Pier Luca ^a   Kinnaird Heether, Leonard ^c   Lucas, Simon M ^d   Simmerson, Matt ^e   Perez, Diego ^f   Reynolds, Robert G ^c   Saez, Yago ^f  

^a POLITECNICO DI MILANO   (Italy)

^b DALLE MOLLE INSTITUTE FOR ARTIFICIAL INTELLIGENCE IDSIA   (Switzerland)

^c WAYNE STATE UNIVERSITY   (United States)

^d UNIVERSITY OF ESSEX   (United Kingdom)

^e Universidad Carlos III de Madrid ^*

^f UNIVERSIDAD CARLOS III DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EVOLUTIONARY METHOD; LEARNING CONTROLLERS;

RACING AUTOMOBILES;

EID: 70349275750     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIG.2008.5035630     Document Type: Conference Paper

References (15)

1. J. Togelius, S. M. Lucas, H. Duc Thang, J. M. Garibaldi, T. Nakashima, C. H. Tan, I. Elhanany, S. Berant, P. Hingston, R. M. MacCallum, T. Haferlach, A. Gowrisankar, and P. Burrow, "The 2007 ieee cec simulated car racing competition," Genetic Programming and Evolvable Machines, 2008. [Online]. Available: http://dx.doi.org/10.1007/s10710-008-9063-0.
2. "The open racing car simulator." [Online]. Available: http://torcs.sourceforge.net/.
3. "Software manual of the car racing competition." WCCI-2008. [Online]. Available: http://cig.dei.polimi.it/wpcontent/uploads/2008/04/manual- v03.pdf.
4. R. G. Reynolds and M. Z. Ali, "Computing with the social fabric: The evolution of social intelligence within a cultural framework," IEEE Computational Intelligence Magazine, vol.3, no.1, pp. 18-30, 2008.
5. R. G. Reynolds, M. Z. Ali, and T. Jayyouzi, "Mining the social fabric of archaic urban centers with cultural algorithms," Computer, vol.41, no.1, pp. 64-72, 2008.
6. K. O. Stanley, "Efficient evolution of neural networks through complexification," Ph.D. dissertation, Department of Computer Sciences, University of Texas, Austin, TX, 2004.
7. M. Simmerson, "Neat4j homepage," 2006. [Online]. Available: http://dx.doi.org/10.1007/s10710-008-9063-0http://neat4j.sourceforge.net
8. S. Baluja and R. Caruana, "Removing the genetics from the standard genetic algorithm," in Proceedings of the international conference on machine learning (ICML), 1995.
9. R. Sukthankar, S. Baluja, and J. Hancock, "Protoyping intelligent vehicle modules," in Proceedings of the International Conference on Robotics and Automation (ICRA), 1997.
10. J. Togelius and S. M. Lucas, "Evolving controllers for simulated car racing," in Proceedings of the Congress on Evolutionary Computation, 2005.
11. -, "Evolving robust and specialized car racing skills," in Proceedings of the IEEE Congress on Evolutionary Computation, 2006.
12. J. Bernard, J. Gruening, and K. Hoffmeister, "Evaluation of vehicle/ driver performance using genetic algorithms," Society of Automotive Engineers, 1998.
13. D. Floreano, T. Kato, D. Marocco, and E. Sauser, "Coevolution of active vision and feature selection," Biological Cybernetics, vol.90, pp. 218-228, 2004.
14. J. Togelius and S. M. Lucas, "Arms races and car races," in Proceedings of Parallel Problem Solving from Nature. Springer, 2006.
15. "The car racing competition homepage." WCCI-2008. [Online]. Available: http://cig.dei.polimi.it/?pageid=5