Wlodzislaw Duch1,2, Richard J. Oentaryo and Michel Pasquier2.
1Department of Informatics, Nicolaus Copernicus University, Grudziadzka 5, 87-100 Torun, Poland.
2 School of Computer Engineering, Nanyang Technological University, Singapore,
How useful are existing cognitive architectures for creating artificial general intelligence? They may play a vital role in providing blueprints for building future intelligent systems supporting a broad range of capabilities similar to those of humans. A short survey of the state of the art in cognitive architectures, is presented, providing a useful insight into the possible frameworks for general intelligence. A critique of existing approaches, grand challenges and an outline of the most promising future directions is provided.
Keywords: cognitive architectures, brain-inspired architectures, hybrid architectures, artificial general intelligence, neurocognitive models, intelligent agents.
Duch W, Oentaryo R.J, Pasquier M, Cognitive architectures: where do we go from here?
In: Frontiers in Artificial Intelligence and Applications, Vol. 171 (Ed. by Pei Wang, Ben Goertzel, and Stan Franklin), IOS Press, pp. 122-136.
Presented at Artificial General Intelligence (AGI 2008), FedEx Institute of Technology, University of Memphis, March 1-3, 2008.
Preprint for comments in PDF, 190 KB.
BACK to the publications of W. Duch.
BACK to the on-line publications of the Department of Informatics, NCU.