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 :
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