• DocumentCode
    447584
  • Title

    Staged development of robot motor coordination

  • Author

    Lee, M.H. ; Meng, Q.

  • Author_Institution
    Dept. of Comput. Sci., Wales Univ., UK
  • Volume
    3
  • fYear
    2005
  • fDate
    10-12 Oct. 2005
  • Firstpage
    2917
  • Abstract
    We describe an approach to sensory-motor learning and coordination that draws from psychology rather than neuroscience. The growth of the motor coordination is controlled through sequential lifting of constraints, which is inspired by Jean Piaget´s developmental learning theory. Our objective is the implementation of a flexible learning framework for an embodied hand/eye system which exhibits a prolonged epigenetic developmental process. The results show how staged competence can be shaped by qualitative behavior changes produced by anatomical, computational and maturational constraints.
  • Keywords
    learning (artificial intelligence); robots; sensors; Jean Piaget developmental learning theory; embodied hand-eye system; prolonged epigenetic developmental process; robot motor coordination; sensory-motor learning; Arm; Cognitive robotics; Control systems; Humans; Manipulators; Neuroscience; Pediatrics; Psychology; Robot kinematics; Robot sensing systems; Cognitive modeling; developmental learning; epigenetic robotics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571593
  • Filename
    1571593