Extending cognitive architectures with semantic resources

Authors:
Alessandro Oltramari;Christian Lebiere
Affiliations:
Department of Psychology, Carnegie Mellon University;Department of Psychology, Carnegie Mellon University
Venue:
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Year:
2011

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Abstract

This paper presents an integrated modeling framework where the learning and knowledge retrieval mechanisms of the ACT-R cognitive architecture are combined with a semantic resource. We aim to extend ACT-R with a scalable knowledge model, in order to support sub-symbolic processes with consistent, general high-level declarative representations. Design principles, methodology and implementation examples are provided.