• DocumentCode
    567234
  • Title

    Incremental learning of primitive skills from demonstration of a task

  • Author

    Lee, Sang Hyoung ; Kim, Hyung Kyu ; Suh, Il Hong

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
  • fYear
    2011
  • fDate
    8-11 March 2011
  • Firstpage
    185
  • Lastpage
    186
  • Abstract
    In this work, we propose methods for automatically generating primitive skills from the demonstration of a task. Additionally, we propose methods for improving existing primitive skills, and for automatically and incrementally adding new primitive skills. To validate our proposed methods, we present the experimental results of a human-like robot handling three gestures and a task of making coffee.
  • Keywords
    humanoid robots; learning (artificial intelligence); human-like robot; incremental learning; primitive skills; Computers; Educational institutions; Hidden Markov models; Humans; Principal component analysis; Robots; Trajectory; KL-divergence; hidden Markov model; incremental learning; primitive skill; threshold model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human-Robot Interaction (HRI), 2011 6th ACM/IEEE International Conference on
  • Conference_Location
    Lausanne
  • ISSN
    2167-2121
  • Print_ISBN
    978-1-4673-4393-0
  • Electronic_ISBN
    2167-2121
  • Type

    conf

  • Filename
    6281287