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Interpretation of emotional body language displayed by robots

Published:29 October 2010Publication History

ABSTRACT

In order for robots to be socially accepted and generate empathy they must display emotions. For robots such as Nao, body language is the best medium available, as they do not have the ability to display facial expressions. Displaying emotional body language that can be interpreted whilst interacting with the robot should greatly improve its acceptance.

This research investigates the creation of an "Affect Space" [1] for the generation of emotional body language that could be displayed by robots. An Affect Space is generated by "blending" (i.e. interpolating between) different emotional expressions to create new ones. An Affect Space for body language based on the Circumplex Model of emotions [2] has been created.

The experiment reported in this paper investigated the perception of specific key poses from the Affect Space. The results suggest that this Affect Space for body expressions can be used to improve the expressiveness of humanoid robots.

In addition, early results of a pilot study are described. It revealed that the context helps human subjects improve their recognition rate during a human-robot imitation game, and in turn this recognition leads to better outcome of the interactions.

References

  1. Breazal, C., Designing sociable robots. Intelligent Robotics & Autonomous Agents. 2002: MIT press. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Russell, J.A., A circumplex model of affect. Journal of Personality and Social Psychology, 1980. 39: p. 1161--1178.Google ScholarGoogle Scholar
  3. Aldebaran, http://www.aldebaran-robotics.com/. 2010.Google ScholarGoogle Scholar
  4. Beck, A., Canamero, L., Bard, K., Toward an affect space for robots to display body language. In proceedings of the International Symposium Re-thinking interaction with robots (Ro-Man 2010).Google ScholarGoogle Scholar
  5. M. Gillies, et al., "Responsive listening behavior, "Computer animation and virtual worlds, vol. 19, pp. 579--589, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Saerbeck, M. and Bartneck, C. Perception of affect elicited by robot motion, in Human-Robot Interaction (HRI2010), ACM/IEE, Editor. 2010, ACM/IEE: Osaka. p. 53--60. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Andry, P., Gaussier, P., Moga, S., Banquet, J.P. and Nadel, J. Learning and communication via imitation: an autonomous robot perspective. In Transactions on Systems, Man, and Cybernetics, vol 31, number 5, pp 431--442, 2001. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Andry, P., Garnault, N. and Gaussier, P. Using the interaction rhythm to build an internal reinforcement signal: a tool for intuitive HRI, in Proceedings of the Ninth International Conference on Epigenetic Robotics 2009.Google ScholarGoogle Scholar

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  1. Interpretation of emotional body language displayed by robots

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          cover image ACM Conferences
          AFFINE '10: Proceedings of the 3rd international workshop on Affective interaction in natural environments
          October 2010
          106 pages
          ISBN:9781450301701
          DOI:10.1145/1877826

          Copyright © 2010 ACM

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 29 October 2010

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