• DocumentCode
    3090237
  • Title

    On using emotions in decision-making by situated robots

  • Author

    Jha, S.S. ; Shrinivasa, N.C.L. ; Nikhra, V. ; Nair, S.B.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Indian Inst. of Technol., Guwahati, Guwahati, India
  • fYear
    2012
  • fDate
    4-7 Dec. 2012
  • Firstpage
    372
  • Lastpage
    377
  • Abstract
    Several attempts have been made to embed emotions into machines so as to improve their abilities and perform better. In this paper, we try to empower a situated robot with a decision-making capability based on dynamics similar to that used to generate synthetic emotions. Using resources made available to it within its environment, the robot selects and performs one of several high and low profile tasks so as to survive comfortably within its environment. The main goal is to ensure that the robot performs as many high profile tasks as possible during its life time. We define a Comfort level that forms a metric to ascertain its usefulness in the environment using which the robot is motivated to perform the tasks. We present the results obtained from actual experiments conducted using a real robot situated in an Artificial-Life-like environment and conclude that the use of emotions in the decision-making process motivates the robot to perform more of the high profile tasks and thus increases its utilization in the given environment.
  • Keywords
    artificial life; decision making; mobile robots; robot dynamics; artificial-life-like environment; autonomous robots; behavior selection; comfort level; decision-making capability; multiple agents; situated robots; softbots; software agents; synthetic emotion generation; Decision making; Equations; Mathematical model; Rain; Robot sensing systems; Water resources; Artificial Life; Behavior selection; Robotics; Softbots; Software agents; Synthetic emotions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2012 12th International Conference on
  • Conference_Location
    Pune
  • Print_ISBN
    978-1-4673-5114-0
  • Type

    conf

  • DOI
    10.1109/HIS.2012.6421363
  • Filename
    6421363