Cognitive Agents with Commonsense

I-Cog Talks (2021)
  Copy   BIBTEX


Commonsense reasoning is a crucial human ability employed in everyday tasks. In this talk I provide a knowledge level analysis of the main representational and reasoning problems affecting the cognitive architectures for what concerns this issue. In providing this analysis I will show, by considering some of the main cognitive architectures currently available (e.g. SOAR, ACT-R, CLARION), how one of the main problems of such architectures is represented by the fact that their knowledge representation and processing mechanisms are not sufficiently constrained with insights coming from cognitive science (Lieto 2021; Lieto, Lebiere, Oltramari, 2018). As a possible way out to such knowledge processing issues, I present the main assumptions that have led to the development of the Dual PECCS categorization system (Lieto, Radicioni, Rho 2017) and discuss some of the lessons learned and their possible implications in the design of the knowledge modules and knowledge-processing mechanisms of integrated cognitive architectures.



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.
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.
Knowledge re-combination and invention as key features for commonsense reasoning and computational creativity research.Antonio Lieto - 2020 - In ECAI 2020 Worskhop "ARTIFICIAL AND HUMAN INTELLIGENCE FORMAL AND COGNITIVE FOUNDATIONS FOR HUMAN-CENTRED COMPUTING".
What cognitive research can do for AI: a case study.Antonio Lieto - 2020 - In AI*IA. Berlin: Springer. pp. 1-8.


Added to PP

57 (#213,582)

6 months
10 (#100,395)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Antonio Lieto
University of Turin

Citations of this work

No citations found.

Add more citations