Reinforcement Learning Optimal Feedback Control with Industrial Applications

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Title:

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.