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Abstract: . This paper presents the emergence of the cooperative behavior for multiple agents by means of Genetic Programming (GP). For the purpose of evolving the e#ective cooperative behavior, we propose a controlling strategy of introns, which are non-executed code segments dependent upon the situation. The traditional approach to removing introns was able to cope with only a part of syntactically defined introns, which excluded other frequent types of introns. The validness of our approach is... (Update)
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BibTeX entry: (Update)
@inproceedings{ iba00controlling,
author = "Hitoshi Iba and Makoto Terao",
title = "Controlling Effective Introns for Multi-Agent Learning by Genetic Programming",
booktitle = "Proceedings of the Genetic and Evolutionary Computation Conference ({GECCO}-2000)",
month = "10-12",
publisher = "Morgan Kaufmann",
address = "Las Vegas, Nevada, USA",
editor = "Darrell Whitley and David Goldberg and Erick Cantu-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer",
isbn = "1-55860-708-0",
pages = "419--426",
year = "2000",
url = "citeseer.ist.psu.edu/327113.html" }
Citations (may not include all citations):87 Code Growth in Genetic Programming - Soule, Foster et al. - 1996
54 the Programming of Computers by means of Natural Selection (context) - Koza - 1992
33 Evolving Teamwork and Coordination with Genetic Programming - Luke, Spector - 1996
16 Emergent Cooperation for Multiple Agents using Genetic Progr.. (context) - Iba - 1996
12 Genetic Programming (context) - Banzhaf, Nordin et al. - 1998
11 Subtree Crossover Causes Bloat (context) - Angeline - 1998
8 and Alternative Selection Schemes (context) - Smith, Harries - 1999
6 Evolutionary Learning of Communicating Agents (context) - Iba - 1998
6 Evolving a Team - Haynes, Wainwright et al. - 1995
3 Emergence of Cooperative Behavior using ADG; Automatically D.. (context) - Hara, Nagao - 1999
3 Robot Programs Generated by Genetic Programming (context) - Ito, Iba et al. - 1996
3 for Evolutionary Algorithms, Evolutionary Computation (context) - Issue, Representation et al. - 1998
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