Design and Implementation of Reinforcement Learning for Automated Driving Compared to Classical MPC Control

Many classic control approaches have already proved their merits in the automotive industry. Model predictive control (MPC) is one of the most commonly used methods. However, its efficiency drops off with increase in complexity of the driving environment. Recently, machine learning methods have been...

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Bibliographic Details
Main Authors: Ahmad Reda, József Vásárhelyi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Designs
Subjects:
Online Access:https://www.mdpi.com/2411-9660/7/1/18