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Emergence of Cooperation in a Bio-inspired Multi-agent System

机译:在生物启发的多主体系统中合作的兴起

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摘要

Cooperative behavior of social insects is widely studied and mimicked in Artificial Intelligence communities. One such interesting cooperation is observed In the form of philanthropic activity e.g. army ants build bridges using their own bodies along the route from a food source to the nest. Such altruistic behavior helps to optimize the food gathering performance of the ant colony. This paper presents a multi-agent simulation inspired by army ant behavior. Such cooperation in a multi agent system can be very valuable for engineering applications. The purpose of this study is to model and comprehend this biological behavior by computer simulation.
机译:社会昆虫的合作行为在人工智能社区中得到了广泛的研究和模仿。以慈善活动的形式观察到了这样一种有趣的合作,例如军队蚂蚁利用自己的身体沿着从食物来源到巢穴的路线建造桥梁。这种利他行为有助于优化蚁群的食物收集性能。本文提出了受军队蚂蚁行为启发的多主体仿真。多代理系统中的这种合作对于工程应用而言可能非常有价值。这项研究的目的是通过计算机模拟来建模和理解这种生物学行为。

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  • 来源
  • 会议地点 Adelaide(AU);Adelaide(AU)
  • 作者单位

    Department of Electrical Engineering and Information Systems, Graduate School of Engineering, University of Tokyo, Japan;

    rnDepartment of Electrical Engineering and Information Systems, Graduate School of Engineering, University of Tokyo, Japan;

    rnDepartment of Electrical Engineering and Information Systems, Graduate School of Engineering, University of Tokyo, Japan;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

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