• DocumentCode
    2100603
  • Title

    Action parsing and goal inference using self as simulator

  • Author

    Gray, Jesse ; Breazeal, Cynthia ; Berlin, Matt ; Brooks, Andrew ; Lieberman, Jeff

  • Author_Institution
    MIT Media Lab., MIT, Cambridge, MA, USA
  • fYear
    2005
  • fDate
    13-15 Aug. 2005
  • Firstpage
    202
  • Lastpage
    209
  • Abstract
    The ability to understand a teammate´s actions in terms of goals and other mental states is an important element of cooperative behavior. Simulation theory argues in favor of an embodied approach whereby humans reuse parts of their cognitive structure for not only generating behavior, but also for simulating the mental states responsible for generating that behavior in others. We present our simulation-theoretic approach and demonstrates its performance in a collaborative task scenario. The robot offers its human teammate assistance by either inferring the human´s belief states to anticipate their informational needs, or inferring the human´s goal states to physically help the human achieve those goals.
  • Keywords
    cognition; inference mechanisms; intelligent robots; man-machine systems; social sciences computing; action parsing; cognitive structure; cooperative behavior; goal inference; human-robot interaction; simulation theory; Brain modeling; Cognitive robotics; Collaboration; Human robot interaction; Humanoid robots; Intelligent robots; Mirrors; Neurons; Predictive models; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robot and Human Interactive Communication, 2005. ROMAN 2005. IEEE International Workshop on
  • Print_ISBN
    0-7803-9274-4
  • Type

    conf

  • DOI
    10.1109/ROMAN.2005.1513780
  • Filename
    1513780