Reinforcement Learning Aided Performance Optimization of Feedback Control Systems

Changsheng Hua

Informasi Dasar

56 kali
22.21.1751
004
Buku - Elektronik (E-Book)
Tel-U Gedung Manterawu Lantai 5 : Rak 1
Tel-U Purwokerto : Rak 1

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.

Subjek

COMPUTER SCIENCE
 

Katalog

Reinforcement Learning Aided Performance Optimization of Feedback Control Systems
978-3-658-33034-7
139p.: pdf file.; 5 MB
English

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Pengarang

Changsheng Hua
Perorangan
 
 

Penerbit

Springer Nature Switzerland AG
Switzerland
2021

Koleksi

Kompetensi

 

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