CONTROL OF VEHICLE VIBRATION PROTECTION SYSTEMS BASED ON REINFORCEMENT LEARNING UNDER UNCERTAINTY

The article presents the results of studies of the control system of vibration protection mechanisms of a car based on reinforcement learning under uncertainty. The problem of occurrence of uncertainties when using a trained control system in a new environment is considered. It is shown that as a solution to the problem it is proposed to take into account possible of them in advance and introduce certain functions that allow the system to maintain operability. A solution to the problem of control of an inverted pendulum is presented. The problem was solved on the basis of Matlab and its software part Simulink.

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Publication Details

Journal
World of transport and technological machines
Published
2025-01-01
DOI
https://doi.org/10.33979/2073-7432-2025-1-3(88)-105-109
Primary Topic
Industrial Technology and Control Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

CONTROL OF VEHICLE VIBRATION PROTECTION SYSTEMS BASED ON REINFORCEMENT LEARNING UNDER UNCERTAINTY

A.V. GORIN, Artem Dmitrievich Serebrennikov, Irina Vladimirovna Roditheva, Olga Alexandrovna Akimochkina
World of transport and technological machines
Industrial Technology and Control Systems
article

CONTROL OF VEHICLE VIBRATION PROTECTION SYSTEMS BASED ON REINFORCEMENT LEARNING UNDER UNCERTAINTY

A.V. GORIN, Artem Dmitrievich Serebrennikov, Irina Vladimirovna Roditheva, Olga Alexandrovna Akimochkina
article en

Abstract

The article presents the results of studies of the control system of vibration protection mechanisms of a car based on reinforcement learning under uncertainty. The problem of occurrence of uncertainties when using a trained control system in a new environment is considered. It is shown that as a solution to the problem it is proposed to take into account possible of them in advance and introduce certain functions that allow the system to maintain operability. A solution to the problem of control of an inverted pendulum is presented. The problem was solved on the basis of Matlab and its software part Simulink.

World of transport and technological machinesVol. 88(1-3)
Openalex Percentile: Top 92%
Industrial Technology and Control Systems
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