The Knowledge Level in Cognitive Architectures: Current Limitations and Possible Developments

Cognitive Systems Research:1-42 (2018)
  Copy   BIBTEX

Abstract

In this paper we identify and characterize an analysis of two problematic aspects affecting the representational level of cognitive architectures (CAs), namely: the limited size and the homogeneous typology of the encoded and processed knowledge. We argue that such aspects may constitute not only a technological problem that, in our opinion, should be addressed in order to build arti cial agents able to exhibit intelligent behaviours in general scenarios, but also an epistemological one, since they limit the plausibility of the comparison of the CAs' knowledge representation and processing mechanisms with those executed by humans in their everyday activities. In the fi nal part of the paper further directions of research will be explored, trying to address current limitations and future challenges.

Links

PhilArchive

External links

  • This entry has no external links. Add one.
Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

A Computational Framework for Concept Representation in Cognitive Systems and Architectures: Concepts as Heterogeneous Proxytypes.Antonio Lieto - 2014 - Proceedings of 5th International Conference on Biologically Inspired Cognitive Architectures, Boston, MIT, Pocedia Computer Science, Elsevier:1-9.
Challenges for artificial cognitive systems.Antoni Gomila & Vincent C. Müller - 2012 - Journal of Cognitive Science 13 (4):452-469.
Desiderata for cognitive architectures.Ron Sun - 2004 - Philosophical Psychology 17 (3):341-373.
Dual PECCS: A Cognitive System for Conceptual Representation and Categorization.Antonio Lieto, Daniele Radicioni & Valentina Rho - 2017 - Journal of Experimental and Theoretical Artificial Intelligence 29 (2):433-452.
Mario Becomes Cognitive.Fabian Schrodt, Jan Kneissler, Stephan Ehrenfeld & Martin V. Butz - 2017 - Topics in Cognitive Science 9 (2):343-373.
Grounded Cognition: Past, Present, and Future.Lawrence W. Barsalou - 2010 - Topics in Cognitive Science 2 (4):716-724.

Analytics

Added to PP
2017-05-14

Downloads
1,384 (#7,791)

6 months
99 (#40,554)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Antonio Lieto
University of Turin