Cooperative Behavior Acquisition in a Multiple Mobile Robot Environment by Co-evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Uchibe98f,

• author = "Eiji Uchibe and Masateru Nakamura and Minoru Asada",
• title = "Cooperative Behavior Acquisition in a Multiple Mobile Robot Environment by Co-evolution",
• booktitle = "RoboCup-98: Robot Soccer World Cup II",
• year = "1998",
• editor = "Minoru Asada and Hiroaki Kitano",
• volume = "1604",
• series = "Lecture Notes in Computer Science",
• pages = "273--285",
• address = "Paris",
• month = "2-3 " # jul,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "0302-9743",
• ISBN = "3-540-66320-7",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• DOI = "doi:10.1007/3-540-48422-1_22",
• URL = "http://www.er.ams.eng.osaka-u.ac.jp/Paper/1998/Uchibe98f.pdf",
• size = "14 pages",
• abstract = "Coevolution has recently been receiving increased attention as a method for multi agent simultaneous learning. This paper discusses how multiple robots can emerge cooperative behaviours through co-evolutionary processes. As an example task, a simplified soccer game with three learning robots is selected and a GP (genetic programming) method is applied to individual population corresponding to each robot so as to obtain cooperative and competitive behaviors through evolutionary processes. The complexity of the problem can be explained twofold: co-evolution for cooperative behaviours needs exact synchronisation of mutual evolutions, and three robot coevolution requires well-complicated environment setups that may gradually change from simpler to more complicated situations so that they can obtain cooperative and competitive behaviors simultaneously in a wide range of search area in various kinds of aspects. Simulation results are shown, and a discussion is given.",
• notes = "http://www.robocup.org/games/98paris/31232.html",

}

Genetic Programming entries for Eiji Uchibe Masateru Nakamura Minoru Asada

Citations