• DocumentCode
    1748852
  • Title

    A study of autonomous robot behavior using the LAPART neural architecture

  • Author

    Gao, Zengfa ; Healy, Michael J. ; Caudell, Thomas P.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Eng., New Mexico Univ., Albuquerque, NM, USA
  • Volume
    3
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    2171
  • Abstract
    Presents an experimental study on the effects of sensorial representations, sensor fusion, control arbitration, and environmental configurations on the learning of a coupled simulated/physical robotic system using the LAPART-2 neural architecture
  • Keywords
    ART neural nets; learning (artificial intelligence); mobile robots; robot vision; sensor fusion; sonar; tactile sensors; LAPART-2 neural architecture; autonomous robot behavior; control arbitration; coupled simulated/physical robotic system; environmental configurations; learning; sensor fusion; sensorial representations; Computer architecture; Computer interfaces; Computer networks; Control systems; Neural networks; Robot sensing systems; Sensor fusion; Supervised learning; System testing; Virtual environment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7044-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2001.938503
  • Filename
    938503