publication . Part of book or chapter of book . Conference object . 2008

Evolving a rule system controller for automatic driving in a car racing competition

Diego Perez; Yago Saez; Gustavo Recio; Pedro Isasi;
Open Access English
  • Published: 01 Dec 2008
  • Publisher: IEEE
  • Country: Spain
Abstract
IEEE Symposium on Computational Intelligence and Games. Perth, Australia, 15-18 December 2008. The techniques and the technologies supporting Automatic Vehicle Guidance are important issues. Automobile manufacturers view automatic driving as a very interesting product with motivating key features which allow improvement of the car safety, reduction in emission or fuel consumption or optimization of driver comfort during long journeys. Car racing is an active research field where new advances in aerodynamics, consumption and engine power are critical each season. Our proposal is to research how evolutionary computation techniques can help in this field. For this ...
Subjects
free text keywords: Informática, Computational intelligence, Simulation, Fuel efficiency, Aerodynamics, Car racing, Computer science, Evolutionary computation, Genetic algorithm, Engine power, Control theory
Related Organizations
26 references, page 1 of 2

[1] R.E. Fenton. IEEE Transactions on Vehicular Technology, 19(1):153- 161, 1970.

[2] J. Bernard, J. Gruening, and K. Hoffmeister. Evaluation of vehicle/driver performance using genetic algorithms. SAE International Congress and Exposition, (980227), 1998. [OpenAIRE]

[3] A. Niehaus and R. F. Stengel. Probability-based decision making for automated highway driving. Vehicle Navigation and Information Systems Conference, 1991, 2:1125-1136, Oct. 1991. [OpenAIRE]

[4] G. Siegle, J. Geisler, F. Laubenstein, H. Nagel, and G. Struck. Autonomous driving on a road network. Intelligent Vehicles '92 Symposium., Proceedings of the, pages 403-408, Jun-1 Jul 1992. [OpenAIRE]

[5] R. Sukthankar, D. Pomerleau, and C. Thorpe. Shiva: Simulated highways for intelligent vehicle algorithms. In In Proceedings of IEEE Intelligent Vehicles, pages 332-337, 1995.

[6] D. Pomerleau and T. Jochem. Rapidly adapting machine vision for automated vehicle steering. IEEE Expert, 11(2):19-27, Apr 1996.

[7] R. Sukthankar, J. Hancock, S. Baluja, D. Pomerleau, and C. Thorpe. Abstract adaptive intelligent vehicle modules for tactical driving. In In Proceedings of AAAI-1996 Workshop on Intelligent Adaptive Agents.

[8] C. Thorpe, T. Jochem, and D. Pomerleau. Automated highway and the free agent demonstration. In In Proceedings of 1997 IEEE Conf. on Intelligent Transportation Systems, pages 496-501, 1997.

[9] M. Bertozzi, A. Broggi, G. Conte, and R. Fascioli. The experience of the argo autonomous vehicle. In in Procs. SPIE'98 - Aerosense Conf, volume 3364, pages 218-229, 1998. [OpenAIRE]

[10] J. M. Collado, C. Hilario, A. de la Escalera, and J. M. Armingol. Selfcalibration of an on-board stereo-vision system for driver assistance systems. Intelligent Vehicles Symposium, 2006 IEEE, pages 156-162, June 2006. [OpenAIRE]

[11] Q. Chen, U. Ozguner, and K. Redmill. Ohio state university at the 2004 darpa grand challenge: developing a completely autonomous vehicle. Intelligent Systems, IEEE, 19(5):8-11, Sept.-Oct. 2004.

[12] S. B. and R. Caruana. Removing the genetics from the standard genetic algorithm. In The Int. Conf. on Machine Learning 1995, pages 38-46, San Mateo, CA, 1995. Morgan Kaufmann Publishers. [OpenAIRE]

[13] S. Baluja, R. Sukthankar, and J. Hancock. Prototyping intelligent vehicle modules using evolutionary algorithms. pages 241 - 257, 1998.

[14] L. D. Pyeatt, A. E. Howe, and C. W. Anderson. Learning coordinated behaviors for control of a simulated robot. Technical report, Computer Science Dept, Colorado State Univ., Ft. Collins, CO 80523, 1996.

[15] D. Floreano, T. Kato, D. Marocco, and E. Sauser. Coevolution of active vision and feature selection. Biological Cybernetics, 2004.

26 references, page 1 of 2
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publication . Part of book or chapter of book . Conference object . 2008

Evolving a rule system controller for automatic driving in a car racing competition

Diego Perez; Yago Saez; Gustavo Recio; Pedro Isasi;