• DocumentCode
    2283613
  • Title

    How Emotional Mechanism Learn and Helps Other Types of Learning in a Cognitive Agent

  • Author

    Faghihi, Usef ; Poirier, Pierre ; Dubois, Daniel ; Nkambou, Roger

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Quebec in Montreal, Montreal, QC
  • Volume
    3
  • fYear
    2008
  • fDate
    9-12 Dec. 2008
  • Firstpage
    606
  • Lastpage
    611
  • Abstract
    Research in human neurobiology sustains the idea that emotions play a role, sometimes crucial, in most decisions and actions taken. Every input from perceptual mechanism passes through the amygdala before affecting action selection, sometimes temporarily bypassing detailed cortical interpretation. We describe our reproduction of these emotional mechanisms in our cognitive autonomous agent, CTS (Conscious Tutoring System), and hint at repercussions on its tutoring behaviors. The model replicates the amygdalapsilas emotional influence over different parts of the system as a means of preparing the system for action, biasing action selection, and improving the agent´s self-resilience in an unknown or changing environment. It all sums up to a way of improving the agentpsilas fitness and autonomy.
  • Keywords
    cognitive systems; learning (artificial intelligence); cognitive agent; conscious tutoring system; emotional mechanism; self-resilience; Autonomous agents; Brain; Cognition; Emotion recognition; Humans; Intelligent agent; Leg; Legged locomotion; Mediation; Neuroscience; Tutoring System; cognitive agent; consciousness; emotional mechanisms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    978-0-7695-3496-1
  • Type

    conf

  • DOI
    10.1109/WIIAT.2008.59
  • Filename
    4740853