• DocumentCode
    2669139
  • Title

    A development environment for evolutionary robotics

  • Author

    Driscoll, J.A. ; Peters, R.A., II

  • Author_Institution
    Vanderbilt Univ., Nashville, TN, USA
  • Volume
    5
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    3841
  • Abstract
    Evolutionary robotics is an exciting new area of research with the potential to provide ways to build robots that are beyond our current design abilities. Instead of building robots from the ground up, as with other approaches, robot controllers are evolved using algorithms inspired by biological evolution. The purpose of this work is to develop a tool for the evolution of mobile robot controllers. The controllers are evolved in a realistic simulation. The evolutionary algorithms are provided by the GALib library. Testing demonstrates that the system is capable of producing useful robot controllers. Users can configure the system so that a variety of controller types can be evolved. With a system such as this, users can conduct a range of experiments without having to create custom software
  • Keywords
    control system CAD; development systems; evolutionary computation; mobile robots; multi-robot systems; reconfigurable architectures; GALib library; development environment; evolutionary algorithms; evolutionary robotics; intelligent behavior; intelligent robotics; mobile robot; robot controllers; Biological control systems; Biological system modeling; Buildings; Control systems; Evolution (biology); Evolutionary computation; Mobile robots; Robot control; Software libraries; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 2000 IEEE International Conference on
  • Conference_Location
    Nashville, TN
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-6583-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2000.886609
  • Filename
    886609