• DocumentCode
    2136831
  • Title

    Behavioral decision making of an artificial fish based on artificial emotion and the Cerebellar Model Articulation Controller

  • Author

    Hongchun Yuan ; Sihao Huang ; Ying Chen

  • Author_Institution
    Coll. of Inf. Technol., Shanghai Ocean Univ., Shanghai, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    623
  • Lastpage
    627
  • Abstract
    Artificial 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.
  • Keywords
    aquaculture; behavioural sciences computing; decision making; neural nets; CMAC; OpenGL; Visual Studio 2010; artificial emotion; artificial fish; artificial intelligence; behavioral decision making; behavioral strategy; cerebellar model articulation controller; emotional intelligence; human intelligence; virtual marine environment; Computational modeling; Decision making; Learning (artificial intelligence); Marine animals; Neural networks; Robots; Solid modeling; Artificial Fish; CMAC; Decision Making; Emotion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2013 Ninth International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/ICNC.2013.6818051
  • Filename
    6818051