Reinforcement Learning Optimal Feedback Control with Industrial Applications
by
Li, Jinna. author.
Title
:
Reinforcement Learning Optimal Feedback Control with Industrial Applications
Author
:
Li, Jinna. author.
ISBN
:
9783031283949
Edition
:
1st ed. 2023.
Physical Description
:
XVI, 310 p. 114 illus., 110 illus. in color. online resource.
Series
:
Advances in Industrial Control,
Contents
:
1. Background on Reinforcement Learning and Optimal Control -- 2. H-infinity Control Using Reinforcement Learning -- 3. Robust Tracking Control and Output Regulation -- 4. Interleaved Robust Reinforcement Learning -- 5. Optimal Networked Controller and Observer Design -- 6. Interleaved Q-Learning -- 7. Off-Policy Game Reinforcement Learning -- 8. Game Reinforcement Learning for Process Industries.
Subject Term
:
Control engineering.
Computational intelligence.
Production engineering.
Engineering mathematics.
Engineering -- Data processing.
Industrial engineering.
System theory.
Control and Systems Theory.
Process Engineering.
Mathematical and Computational Engineering Applications.
Industrial and Production Engineering.
Complex Systems.
Added Author
:
Lewis, Frank L.
Fan, Jialu.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 528140-1001 | ONLINE | | Elektronik Kütüphane |