Behavior decision model of intelligent agent based on artificial emotion

Emotion is now recognized as a central element of human behavior, and thus it should be embedded within the reasoning process when an intelligent agent or a robot aims to emulate human reactions. Therefore, current research in AI shows an increasing interest in artificial emotion for developing the...

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Bibliographic Details
Main Authors: Wang Guojiang, Wang Xiaoxiao, Fu Kechang
Format: Conference Proceeding
Language:English
Subjects:
Artificial Emotion
Artificial intelligence
Behavior Decision Model
Control engineering
D-S Evidence Theory
Electronic mail
Emotion recognition
Humans
Information technology
Intelligent agent
Intelligent robots
Machine intelligence
Markov Decision Process
Psychology
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Summary:Emotion is now recognized as a central element of human behavior, and thus it should be embedded within the reasoning process when an intelligent agent or a robot aims to emulate human reactions. Therefore, current research in AI shows an increasing interest in artificial emotion for developing the human-like agent. Based on emotion psychology and artificial emotion, this paper presents a behavior decision model of intelligent agent, the model consists of emotions, motivations and behavior decision. The mapping relationship between exterior stimulates and emotion is built by D-S evidence theory. And the model applies the Markov decision process to determine emotion states to behaviors. The model provides a valid method to the emotional agent modeling and affective decision system.
DOI:10.1109/ICACC.2010.5487217