Zobacz książki o podobnej tematyce

Więcej informacji o Reinforcement Learning Aided Performance Optimization of Feedback Control Systems

• Dane szczegółowe
• Opis
• Ulubione w innej kategorii

Za ten zakup dostaniesz 252 punkty

Opis

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.

Szczegóły książki

Kategoria Knihy po nemecky Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Pełny tytuł: Reinforcement Learning Aided Performance Optimization of Feedback Control Systems
• Język: Angielski
• Oprawa: Miękka
• Liczba stron: 127
• EAN: 9783658330330
• ISBN: 3658330333
• ID: 35408279
• Wydawca: Springer Fachmedien Wiesbaden
• Waga: 454 g
• Wymiary: 210 × 148 × 9 mm
• Data wydania: 04. March 2021

Ulubione w innej kategorii

---

---

---