DocumentCode
3114371
Title
Effect of opponent players on the performance of fuzzy decision making systems for car racing
Author
Nakashima, Tomoharu ; Fujii, Shohei
Author_Institution
Dept. of Comput. Sci. & Intell. Syst., Osaka Prefecture Univ., Sakai
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
1800
Lastpage
1805
Abstract
The performance of fuzzy rule-based systems are examined in a car racing domain. In the car racing domain, two car agents compete for waypoints. Fuzzy rule-based systems are used to determine which waypoints the car agent should aim at. Training patterns for constructing fuzzy rule-based systems are generated through preliminary experiments against a fixed opponent car agent. We examine the effect of the opponent car agents on the performance of the fuzzy rule-based systems.
Keywords
decision making; fuzzy logic; humanities; knowledge based systems; multi-agent systems; car agents; car racing domain; fuzzy decision making systems; fuzzy rule-based systems; Decision making; Fuzzy systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location
Singapore
ISSN
1062-922X
Print_ISBN
978-1-4244-2383-5
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2008.4811550
Filename
4811550
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