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Problemy Fiziki, Matematiki i Tekhniki (Problems of Physics, Mathematics and Technics), 2023, Issue 4(57), Pages 87–93
DOI: https://doi.org/10.54341/20778708_2023_4_57_87
(Mi pfmt941)
 

INFORMATION SCIENCE

Intelligent control system for road intersection

E. I. Sukach, M. V. Biza

Francisk Skorina Gomel State University
References:
Abstract: An approach to the creation of intelligent object control systems using machine learning with reinforcement is illustrated using the example of an intersection control system. The simulation model of the intersection, chosen as the learning environment, is described. The results of a comparative analysis of the performance of various learning algorithms are presented. The results of applying the Monte Carlo policy gradient to train the intersection model are presented.
Keywords: transport network, reinforcement learning, neural networks, throughput, security, control systems, policy gradient.
Received: 30.06.2023
Bibliographic databases:
Document Type: Article
UDC: 004.89:625.746.5:656.13
Language: Russian
Citation: E. I. Sukach, M. V. Biza, “Intelligent control system for road intersection”, PFMT, 2023, no. 4(57), 87–93
Citation in format AMSBIB
\Bibitem{SukBiz23}
\by E.~I.~Sukach, M.~V.~Biza
\paper Intelligent control system for road intersection
\jour PFMT
\yr 2023
\issue 4(57)
\pages 87--93
\mathnet{http://mi.mathnet.ru/pfmt941}
\crossref{https://doi.org/10.54341/20778708_2023_4_57_87}
\edn{https://elibrary.ru/UQUVAZ}
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    Проблемы физики, математики и техники
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