On Comparative Analysis of Rule-Based Cognitive Architectures

On Comparative Analysis of Rule-Based Cognitive Architectures Full article

Journal

Lecture Notes in Computer Science
ISSN: 0302-9743 , E-ISSN: 1611-3349

Output data

Year: 2022, Volume: 13154 LNAI, Pages: 279-282 Pages count : 4 DOI: 10.1007/978-3-030-93758-4_29

Tags

Adaptive control system; Cognitive architectures; Goal-directed behavior; Non-axiomatic reasoning; Purposeful behavior; Theory of functional systems

Authors

Kolonin Y. ¹ , Vityaev E. ^1,2

Affiliations

1	Mathematics and Mechanics Department, Novosibirsk State University, Novosibirsk, Russian Federation
2	Sobolev Institute of Mathematics SD RAS, Novosibirsk, Russian Federation

Funding (1)

Russian Foundation for Basic Research

19-0100331-a

We consider two cognitive architectures which are designed to proceed goal-directed behavior. One of them, Theory of Functional Systems, is developed on the basis of the eponymous biological theory. The other, Non-Axiomatic Reasoning System or NARS, utilizes the formal logic apparatus and weighted probabilistic choice to proceed its inference. The architectures were scrutinized and decomposed and a number of conclusions have been drawn about their advantages and disadvantages regarding the goal-directed behavior processing.

Kolonin Y. , Vityaev E.
On Comparative Analysis of Rule-Based Cognitive Architectures
Lecture Notes in Computer Science. 2022. V.13154 LNAI. P.279-282. DOI: 10.1007/978-3-030-93758-4_29 Scopus РИНЦ OpenAlex

Scopus:	2-s2.0-85123300545
Elibrary:	48145203
OpenAlex:	W4205414572

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