Planning Rational Behavior of Cognitive Semiotic Agents in a Dynamic Environment

This paper presents a general architecture of a cognitive semiotic agent acting in a dynamic environment. A new implementation and integration of the agent planning and learning modules are proposed to solve the symbol grounding problem. We suggest a new approach to describing the semantic level of...

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Bibliographic Details
Published in:Scientific and technical information processing 2021-12, Vol.48 (6), p.502-516
Main Authors: Osipov, G. S., Panov, A. I.
Format: Article
Language:English
Subjects:
Computer Science
Computer Systems Organization and Communication Networks
Semiotics
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Summary:This paper presents a general architecture of a cognitive semiotic agent acting in a dynamic environment. A new implementation and integration of the agent planning and learning modules are proposed to solve the symbol grounding problem. We suggest a new approach to describing the semantic level of components of the sign-based world view. The approach is used as basic for generating rational agent behavior. A formal definition of the behavior script and its use in generating the action plan of a rational agent are proposed. In conclusion, we describe a model experiment that showcases the work of a semiotic agent in a game environment.
ISSN:0147-6882
1934-8118
DOI:10.3103/S0147688221060113