Model Predictive Control With Reinforcement Learning-Based Speed Profile Generation in Racing Simulator

Model Predictive Control (MPC) is a widely used optimal control strategy, particularly effective in managing complex constraints. It excels at optimizing performance within feasible limits, such as minimizing lap times in vehicle racing. However, its effectiveness can be hindered by computational bu...

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Bibliographic Details
Main Authors: Min-Seong Kim, Tae-Hyoung Park
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10909478/
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