Reinforcement Learning Aided Performance Optimization of Feedback Control Systems is popular PDF and ePub book, written by Changsheng Hua in 2021-03-03, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Reinforcement Learning Aided Performance Optimization of Feedback Control Systems can be Read Online from any device for your convenience.
Reinforcement Learning Aided Performance Optimization of Feedback Control Systems Book PDF Summary
Changsheng Hua proposes two approaches, an input/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig. The author: Changsheng Hua received the Ph.D. degree at the Institute of Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Germany, in 2020. His research interests include model-based and data-driven fault diagnosis and fault-tolerant techniques.
Detail Book of Reinforcement Learning Aided Performance Optimization of Feedback Control Systems PDF
- Author : Changsheng Hua
- Release : 03 March 2021
- Publisher : Springer Nature
- ISBN : 9783658330347
- Genre : Computers
- Total Page : 139 pages
- Language : English
- PDF File Size : 10,8 Mb
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