DocumentCode
802693
Title
Learning control systems--Review and outlook
Author
Fu, King-Sun
Author_Institution
Purdue University, Lafayette, IN, USA
Volume
15
Issue
2
fYear
1970
fDate
4/1/1970 12:00:00 AM
Firstpage
210
Lastpage
221
Abstract
The basic concept of learning control is introduced. The following five learning schemes are briefly reviewed: 1) trainable controllers using pattern classifiers, 2) reinforcement learning control systems, 3) Bayesian estimation, 4) stochastic approximation, and 5) stochastic automata models. Potential applications and problems for further research in learning control are outlined.
Keywords
Bibliographies; Learning control systems; Automatic control; Bayesian methods; Control system synthesis; Control systems; Design optimization; Learning automata; Optimal control; Probability distribution; Process control; Stochastic systems;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1970.1099405
Filename
1099405
Link To Document