• DocumentCode
    2958576
  • Title

    An emotion-based task sharing approach for a cooperative multiagent robotic system

  • Author

    Banik, Sajal Chandra ; Watanabe, Keigo ; Habib, Maki K. ; Izumi, Kiyotaka

  • Author_Institution
    Dept. of Adv. Syst. Control Eng., Saga Univ., Saga
  • fYear
    2008
  • fDate
    5-8 Aug. 2008
  • Firstpage
    77
  • Lastpage
    82
  • Abstract
    An emotion-based task sharing approach has been developed for a cooperative multiagent robotic system. A stochastic emotion model based on Markov theory is adopted to conform the emotional state of agents while performing task. The task assignment and then task sharing among the agents depend on the emotional state of each agent. Different emotional traits are considered as important factors for task sharing which are obtained by updating the state transition matrix of stochastic model. Perception of stimuli has an impact on emotion inducing factors and thus, affects on emotion dynamics. A Matlab based simulation is performed with the developed emotional approach to analyze the behavior of the agents with the emotional capability.
  • Keywords
    Markov processes; intelligent robots; multi-agent systems; multi-robot systems; Markov theory; Matlab; cooperative multiagent robotic system; state transition matrix; stochastic emotion-based task sharing approach; Analytical models; Artificial intelligence; Humans; Intelligent robots; Mathematical model; Mechatronics; Multirobot systems; Recruitment; Robotics and automation; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, 2008. ICMA 2008. IEEE International Conference on
  • Conference_Location
    Takamatsu
  • Print_ISBN
    978-1-4244-2631-7
  • Electronic_ISBN
    978-1-4244-2632-4
  • Type

    conf

  • DOI
    10.1109/ICMA.2008.4798729
  • Filename
    4798729