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
Link To Document :
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