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- Autorius: Changsheng Hua
- Leidėjas: Springer Vieweg
- ISBN-10: 3658330333
- ISBN-13: 9783658330330
- Formatas: 14.8 x 21 x 0.9 cm, minkšti viršeliai
- Kalba: Anglų
Reinforcement Learning Aided Performance Optimization of Feedback Control Systems (el. knyga) (skaityta knyga) | knygos.lt
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Aprašymas
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.
- Autorius: Changsheng Hua
- Leidėjas: Springer Vieweg
- ISBN-10: 3658330333
- ISBN-13: 9783658330330
- Formatas: 14.8 x 21 x 0.9 cm, minkšti viršeliai
- Kalba: Anglų
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.
Atsiliepimai