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
Link To Document