• DocumentCode
    406156
  • Title

    A homogeneous agent architecture for robot navigation

  • Author

    Hwang, Kao-Shing ; Hsu, Harry Chia-Hung ; Liu, Alan

  • Author_Institution
    Dept. of Electr. Eng., National Chung Cheng Univ., Ming-Hsiung, Taiwan
  • Volume
    1
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    310
  • Abstract
    A homogeneous agent architecture consists of agents having the same or similar structures in one system. The design introduces the advantage of reducing the development time. In this architecture, the engineer would only design one or few templates for agents, and every agent is constructed by one of these templates. Two categories of agents in the proposed system are the primitive agent and the behavioral agent. The behavioral agents play the role of leaders, so that they can produce output signals through combining the signals of those primitive agents. Hence, we could increase new capability of the whole system flexibly through adding new primitive agents with different capability and adding new behavioral agents to process their opinions. In this paper, we use this homogeneous agent architecture to control a autonomous mobile robot, and it performs well in simulation.
  • Keywords
    learning (artificial intelligence); mobile robots; multi-agent systems; path planning; ART-based AHC; autonomous mobile robot control; behavioral agent; development time reduction; homogeneous agent architecture; multiagent system; primitive agent; reinforcement learning; robot navigation; Control systems; Design engineering; Humans; Intelligent robots; Intelligent systems; Learning; Mobile robots; Multiagent systems; Navigation; Robot control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    0-7803-7702-8
  • Type

    conf

  • DOI
    10.1109/ICNNSP.2003.1279272
  • Filename
    1279272