Achieving fluency through perceptual-symbol practice in human-robot collaboration

  • Authors:
  • Guy Hoffman;Cynthia Breazeal

  • Affiliations:
  • MIT, Cambridge, MA, USA;MIT, Cambridge, MA, USA

  • Venue:
  • Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
  • Year:
  • 2008

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Abstract

We have developed a cognitive architecture for robotic teammates based on the neuro-psychological principles of perceptual symbols and simulation, with the aim of attaining increased fluency in human-robot teams. An instantiation of this architecture was implemented on a robotic desk lamp, performing in a human-robot collaborative task. This paper describes initial results from a human-subject study measuring team efficiency and team fluency, in which the robot works on a joint task with untrained subjects. We find significant differences in a number of efficiency and fluency metrics, when comparing our architecture to a purely reactive robot with similar capabilities.