Rationality-Guided AGI as Cognitive Systems

Autor(en): Abdel-Fattah, A.
Besold, T.R.
Gust, H.
Krumnack, U. 
Schmidt, M.
Kühnberger, K.-U. 
Wang, P.
Herausgeber: Miyake, N.
Peebles, D.
Cooper, R.P.
Stichwörter: AGI; Artificial general intelligences; Cognitive science; HDTP; Human like; intelligence; Intelligence science; Intelligence systems; NARS; Normative models; Rationality
Erscheinungsdatum: 2012
Herausgeber: The Cognitive Science Society
Enthalten in: Building Bridges Across Cognitive Sciences Around the World - Proceedings of the 34th Annual Meeting of the Cognitive Science Society, CogSci 2012
Startseite: 1242
Seitenende: 1247
The integration of artificial intelligence (AI) within cognitive science (CogSci) necessitates further elaborations on, and modelings of, several indispensable cognitive criteria. We approach this issue by emphasizing the close relation between artificial general intelligence (AGI) and CogSci, and discussing, particularly, “rationality” as one of such indispensable criteria. We give arguments evincing that normative models of human-like rationality are vital in AGI systems, where the treatment of deviations from traditional rationality models is also necessary. After conceptually addressing our rationality-guided approach, two case-study systems, NARS and HDTP, are discussed, explaining how the allegedly “irrational” behaviors can be treated within the respective frameworks. © CogSci 2012.All rights reserved.
Conference of 34th Annual Meeting of the Cognitive Science Society: Building Bridges Across Cognitive Sciences Around the World, CogSci 2012 ; Conference Date: 1 August 2012 Through 4 August 2012; Conference Code:182796
ISBN: 9780976831884
Externe URL: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84879901315&partnerID=40&md5=064d7103c8edab8ecce41bb69bef5c69

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