TY - JOUR
T1 - The 2007 IEEE CEC simulated car racing competition
AU - Togelius, Julian
AU - Lucas, Simon
AU - Thang, Ho Duc
AU - Garibaldi, Jonathan M.
AU - Nakashima, Tomoharu
AU - Tan, Chin Hiong
AU - Elhanany, Itamar
AU - Berant, Shay
AU - Hingston, Philip
AU - MacCallum, Robert M.
AU - Haferlach, Thomas
AU - Gowrisankar, Aravind
AU - Burrow, Pete
PY - 2008/12
Y1 - 2008/12
N2 - This 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.
AB - This 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.
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U2 - 10.1007/s10710-008-9063-0
DO - 10.1007/s10710-008-9063-0
M3 - Article
AN - SCOPUS:54849185100
SN - 1389-2576
VL - 9
SP - 295
EP - 329
JO - Genetic Programming and Evolvable Machines
JF - Genetic Programming and Evolvable Machines
IS - 4
ER -