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
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;
Conference_Titel :
Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
Conference_Location :
Atizapan de Zaragoza
Print_ISBN :
978-0-7695-3441-1
DOI :
10.1109/MICAI.2008.45