Developing Cooperation of Multiple Agents Using Genetic Network Programming with Automatically Defined Groups

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{murata:2004:lbp,

• author = "Tadahiko Murata and Takashi Nakamura",
• title = "Developing Cooperation of Multiple Agents Using Genetic Network Programming with Automatically Defined Groups",
• booktitle = "Late Breaking Papers at the 2004 Genetic and Evolutionary Computation Conference",
• year = "2004",
• editor = "Maarten Keijzer",
• address = "Seattle, Washington, USA",
• month = "26 " # jul,
• keywords = "genetic algorithms, genetic programming, GNP",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2004/LBP044.pdf",
• abstract = "In this paper, we propose Genetic Network Programming (GNP) Architecture using Automatically Defined Groups. GNP is a kind of new evolutionary method inspired from Genetic Programming (GP). While GP has a tree architecture, GNP has a network architecture, with which an agent works in the virtual world. Because only one network architecture is evolved for agents in a system in previous works, every agent takes actions in the same way. In this paper, we apply a coevolution model called Automatically Defined Groups (ADG) to an evolutionary process of GNP, so that several GNP architectures are evolved in order to develop a cooperation among multiple agents. By computer simulation, we show that multi-agent cooperation can be developed by our GNP architecture with the ADG model.",
• notes = "Part of \cite{keijzer:2004:GECCO:lbp}",

}

Genetic Programming entries for Tadahiko Murata Takashi Nakamura

Citations