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文章基本信息

  • 标题:Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence
  • 作者:R. Geetha Ramani ; R. Subramanian ; P. Viswanath
  • 期刊名称:International Journal of Advanced Robotic Systems
  • 印刷版ISSN:1729-8806
  • 电子版ISSN:1729-8814
  • 出版年度:2009
  • 卷号:6
  • 期号:2
  • DOI:10.5772/6790
  • 语种:English
  • 出版社:SAGE Publications
  • 摘要:This paper presents the evolved soccer player strategies with ant-intelligence through genetic programming. To evolve the code for players we used the Evolutionary Computation tool (ECJ simulator-Evolutionary Compuation in Java). We tested the evolved player strategies with already existing teams in soccerbots of teambots. This paper presents brief information regarding learning methods and ant behaviors. Experimental results depicts the performance of the evolved player strategies.
  • 关键词:Robotic Soccer; Social Insect Behaviors; Ant intelligence; Learning methods; Genetic Programming; E CJ simulator; Teambots
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