Modelling of the Intelligent Agent's Behavior Scheduler Based on Petri Nets and Ontological Approach

The article considers the development of a model of scheduling the behavior of an intelligent agent based on its rational activity. The model construction is based on Petri nets and uses the subject area ontology to assess the cost of resources and the relevance of states. It is shown that the probl...

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Vydáno v:2021 IEEE International Conference on Smart Information Systems and Technologies (SIST) s. 1 - 6
Hlavní autoři: Lytvyn, Vasyl, Bublyk, Myroslava, Vysotska, Victoria, Panasyuk, Valentyna, Brodyak, Oksana, Luchkevych, Mykhailo
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 28.04.2021
Témata:
behavior model
Conferences
Dynamic programming
Information systems
intelligent agent
Intelligent agents
Ontologies
ontology
Petri net
Petri nets
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Shrnutí:The article considers the development of a model of scheduling the behavior of an intelligent agent based on its rational activity. The model construction is based on Petri nets and uses the subject area ontology to assess the cost of resources and the relevance of states. It is shown that the problem of minimizing resource costs can be reduced to the asynchronous dynamic programming problem.
DOI:10.1109/SIST50301.2021.9465994