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
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;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811550
