• DocumentCode
    1748131
  • Title

    Mimesis embodiment and proto-symbol acquisition for humanoids

  • Author

    Inamura, Tetsunari ; Nakamura, Yoshihiko ; Toshima, Iwaki ; Ezaki, Hideaki

  • Author_Institution
    CREST Program, Japan Sci. & Technol. Corp., Japan
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    159
  • Abstract
    Mimesis is the primitive skill of imitative learning, one of the methods for recognition of others´ behavior and construction of self behavior. Mimesis is thought an origin of human intelligence because this function is observed not only at humans but also at animals. When the mimesis is adopted as learning method for humanoids, designing full body behavior becomes easier because bottom-up learning approaches from robot side are combined with top-down teaching approaches from user side involved each other. Therefore, we have developed a behavior acquisition and understanding system for humanoid robots based on mimesis. This system is able to abstract observed others´ behaviors into conceptual symbols, to recognize others´ behavior using proto-symbols, and to generate self motion patterns using the proto-symbols. In this paper, we mention the integration of mimesis loop, and confirmation of the feasibility on virtual humanoids
  • Keywords
    learning by example; legged locomotion; behavior acquisition system; behavior recognition; behavior understanding system; humanoid robots; imitative learning; mimesis embodiment; proto-symbol acquisition; self-behavior construction; Animals; Artificial intelligence; Behavioral science; Construction industry; Hardware; Hidden Markov models; Humanoid robots; Humans; Intelligent robots; Learning systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Intelligent Mechatronics, 2001. Proceedings. 2001 IEEE/ASME International Conference on
  • Conference_Location
    Como
  • Print_ISBN
    0-7803-6736-7
  • Type

    conf

  • DOI
    10.1109/AIM.2001.936447
  • Filename
    936447