• DocumentCode
    3848549
  • Title

    Development of Object and Grasping Knowledge by Robot Exploration

  • Author

    Dirk Kraft;Renaud Detry;Nicolas Pugeault;Emre Baseski;Frank Guerin;Justus H. Piater;Norbert Kruger

  • Author_Institution
  • Volume
    2
  • Issue
    4
  • fYear
    2010
  • Firstpage
    368
  • Lastpage
    383
  • Abstract
    We describe a bootstrapping cognitive robot system that-mainly based on pure exploration-acquires rich object representations and associated object-specific grasp affordances. Such bootstrapping becomes possible by combining innate competences and behaviors by which the system gradually enriches its internal representations, and thereby develops an increasingly mature interpretation of the world and its ability to act within it. We compare the system´s prior competences and developmental progress with human innate competences and developmental stages of infants.
  • Keywords
    "Grasping","Visualization","Robots","Three dimensional displays","Cognitive robotics"
  • Journal_Title
    IEEE Transactions on Autonomous Mental Development
  • Publisher
    ieee
  • ISSN
    1943-0604
  • Type

    jour

  • DOI
    10.1109/TAMD.2010.2069098
  • Filename
    5557761