The importance of cognitive architectures: an analysis based on CLARION

Author: Sun, Ron

Source: Journal of Experimental & Theoretical Artificial Intelligence, Volume 19, Number 2, June 2007 , pp. 159-193(35)

Publisher: Taylor and Francis Ltd

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Abstract:

Research in computational cognitive modelling investigates the nature of cognition through developing process-based understanding by specifying computational models of mechanisms (including representations) and processes. In this enterprise, a cognitive architecture is a domain-generic computational cognitive model that may be used for a broad multiple-level multiple-domain analysis of behaviour. It embodies generic descriptions of cognition in computer algorithms and programs. Developing cognitive architectures is a difficult but important task. In this paper, discussions of issues and challenges in developing cognitive architectures will be undertaken, and an example cognitive architecture (CLARION) will be described.

Keywords: Cognition; Modelling; Cognitive architecture

Document Type: Research article

DOI: http://dx.doi.org/10.1080/09528130701191560

Affiliations: 1: Cognitive Science Department, Rensselaer Polytechnic Institute, Troy, NY 12180, USA

Publication date: 2007-06-01

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