Tracking Control of CSTRs Based on Improved OU Noise and the TD3 Algorithm

Achieving satisfactory control accuracy in typical chemical processes is a challenging task. This is primarily due to their complex nonlinear dynamic characteristics. To address this challenge, this study proposes a novel deep reinforcement learning (DRL) approach that integrates an improved Ornstei...

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Bibliographic Details
Main Authors: Hongyan Shi, Xiaofei Wu, Guogang Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11017639/
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