Title :
Construction of players´ action for robocup soccer using graph structured program evolution
Author :
Horima, Yasuaki ; Shirakawa, Shinichi ; Yata, Noriko ; Nagao, Tomoharu
Author_Institution :
Grad. Sch. of Environ. & Inf. Sci., Yokohama Nat. Univ., Yokohama, Japan
Abstract :
In recent years, many researchers addressed multiagent system. Multi-agent system is the system consisted of multiple robots that have only limited capability. Robocup simulated soccer is proposed as a test bed of multi-agent system. It has a subtask called keepaway soccer. Automatic construction of the strategy of multi-agent system is required because it is difficult. Therefore, we purpose construction of the strategy for multiagent system by graph structured program evolution (GRAPE) in keepaway soccer. GRAPE is the method of construction of graph-structured programs automatically.
Keywords :
graph theory; mobile robots; multi-agent systems; multi-robot systems; Robocup soccer; graph structured program evolution; keepaway soccer; multiagent system; player action construction; Economic indicators; Genetics; Heuristic algorithms; Machine learning; Multiagent systems; Pipelines; Robots; Keepaway soccer; Multi-agent system; Robocup soccer;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8