%0 Journal Article %1 Iba:1998:ISJ %A Iba, Hitoshi %D 1998 %J Information Sciences %K Distributed Multi-agent algorithms, artificial genetic intelligence programming, system, %N 1-4 %P 181--205 %T Evolutionary learning of communicating agents %U http://www.sciencedirect.com/science/article/B6V0C-3TKS65B-F/2/ecac160ea272b4818c97d3aab09527d4 %V 108 %X This paper presents the emergence of the cooperative behavior for communicating agents by means of Genetic Programming (GP). Our experimental domains are the pursuit game and the robot navigation task. We conduct experiments with the evolution of the communicating agents and show the effectiveness of the emergent communication in terms of the robustness of generated GP programs. The performance of GP-based multi-agent learning is discussed with comparative experiments by using different breeding strategies, i.e., homogenous breeding and heterogeneous breeding.

@article{Iba:1998:ISJ, abstract = {This paper presents the emergence of the cooperative behavior for communicating agents by means of Genetic Programming (GP). Our experimental domains are the pursuit game and the robot navigation task. We conduct experiments with the evolution of the communicating agents and show the effectiveness of the emergent communication in terms of the robustness of generated GP programs. The performance of GP-based multi-agent learning is discussed with comparative experiments by using different breeding strategies, i.e., homogenous breeding and heterogeneous breeding.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Iba, Hitoshi}, biburl = {https://www.bibsonomy.org/bibtex/241bdcd3dfd04194c0647549e15207e71/brazovayeye}, interhash = {0bba8102fca017dab354983b04bef651}, intrahash = {41bdcd3dfd04194c0647549e15207e71}, issn = {0020-0255}, journal = {Information Sciences}, keywords = {Distributed Multi-agent algorithms, artificial genetic intelligence programming, system,}, month = {July}, notes = {Information Sciences http://www.elsevier.com/inca/publications/store/5/0/5/7/3/0/505730.pub.htt}, number = {1-4}, pages = {181--205}, timestamp = {2008-06-19T17:42:03.000+0200}, title = {Evolutionary learning of communicating agents}, url = {http://www.sciencedirect.com/science/article/B6V0C-3TKS65B-F/2/ecac160ea272b4818c97d3aab09527d4}, volume = 108, year = 1998 }