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Behavioral decision making of an artificial fish based on artificial emotion and the Cerebellar Model Articulation Controller
conference contribution
posted on 2023-05-23, 08:12 authored by Yuan, H, Huang, S, Chen, YArtificial emotion is an emerging field of study. Emotional intelligence in the research of artificial intelligence is a critical leap towards emulating human intelligence. In order to simulate behavioral change of an artificial fish more vividly in a virtual marine environment and to resolve a deficiency of behavioral decision making on artificial fish, we propose a combination of emotional factors with CMAC (Cerebellar Model Articulation Controller) framework to realize artificial fish’s behavioral decision making. The simulation experiment was implemented by using Visual Studio 2010 and OpenGL together. Experimental results show that the method can help artificial fish develop reasonable behavioral strategy. The research has theoretical value in that it proposes a method incorporating emotional intelligence for the decision making of artificial fish. It also delivers practical value in improving survival ability of an artificial fish in the virtual ocean environment and its decision making capability for self-organization.
History
Publication title
Proceedings of the 9th International Conference on Natural Computation (ICNC 2013)Editors
J Nan and X WangPagination
1-5ISBN
978-1-4673-4713-6Department/School
School of Information and Communication TechnologyPublisher
IEEEPlace of publication
Shenyang, ChinaEvent title
9th International Conference on Natural Computation (ICNC 2013)Event Venue
Shenyang, ChinaDate of Event (Start Date)
2013-07-23Date of Event (End Date)
2013-07-25Rights statement
Copyright 2013 IEEERepository Status
- Restricted