The 2007 IEEE CEC simulated car racing competition

Document Type

Journal Article

Publisher

Springer

Faculty

Faculty of Computing, Health and Science

School

School of Computer and Information Science

RAS ID

5411

Comments

Togelius, J., Lucas, S., Thang, H. D., Garibaldi, J. M., Nakashima, T., Tan, C. H., ... & Haferlach, T. (2008). The 2007 IEEE CEC simulated car racing competition. Genetic Programming and Evolvable Machines, 9(4), 295-329. Available here

Abstract

his paper describes the simulated car racing competition that was arranged as part of the 2007 IEEE Congress on Evolutionary Computation. Both the game that was used as the domain for the competition, the controllers submitted as entries to the competition and its results are presented. With this paper, we hope to provide some insight into the efficacy of various computational intelligence methods on a well-defined game task, as well as an example of one way of running a competition. In the process, we provide a set of reference results for those who wish to use the simplerace game to benchmark their own algorithms. The paper is co-authored by the organizers and participants of the competition.

DOI

10.1007/s10710-008-9063-0

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free_to_read

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Link to publisher version (DOI)

10.1007/s10710-008-9063-0