• DocumentCode
    3501467
  • Title

    Implementation of Emotional Learning for Cognitive Tutoring Agents

  • Author

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

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Quebec in Montreal, Montreal, QC
  • fYear
    2008
  • fDate
    27-31 Oct. 2008
  • Firstpage
    310
  • Lastpage
    316
  • Abstract
    We here describe some essential and fundamental learning mechanisms, both "conscious and unconscious". The proposed architecture is based on functional "consciousness" mechanisms. In this paper, we suggest an emotional learning mechanism (ELM) model, which can both learn new events and influence different types of "conscious" and "unconscious" learning. This will increase the agent\´s autonomy in unknown or changing environments, and thus improve its fitness. This architecture is inspired by mechanisms believed to exist in humans [6].
  • Keywords
    cognition; cognitive systems; intelligent tutoring systems; cognitive tutoring agents; emotional learning mechanism; functional consciousness mechanisms; Appraisal; Artificial intelligence; Cognition; Computer architecture; Emotion recognition; Hippocampus; Humans; Information retrieval; Learning systems; Paramagnetic resonance; cogitive agent; emotional learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
  • Conference_Location
    Atizapan de Zaragoza
  • Print_ISBN
    978-0-7695-3441-1
  • Type

    conf

  • DOI
    10.1109/MICAI.2008.45
  • Filename
    4682481