Longitudinal Hierarchical Control of Autonomous Vehicle Based on Deep Reinforcement Learning and PID Algorithm

Longitudinal control of autonomous vehicles (AVs) has long been a prominent subject and challenge. A hierarchical longitudinal control system that integrates deep deterministic policy gradient (DDPG) and proportional–integral–derivative (PID) control algorithms was proposed in this paper to ensure s...

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Bibliographic Details
Main Authors: Jialu Ma, Pingping Zhang, Yixian Li, Yuhang Gao, Jiandong Zhao
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2024/2179275
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