Convergence of Critic-based Training

Author

Danil V. Prokhorov
Donald C. Wunsch, Missouri University of Science and TechnologyFollow

Abstract

The paper discusses convergence issues when training adaptive critic designs (ACD) to control dynamic systems expressed as Markov sequences. We critically review two published convergence results of critic based training and propose to shift emphasis towards more practically valuable convergence proofs. We show a possible way to prove convergence of ACD training.

Recommended Citation

D. V. Prokhorov and D. C. Wunsch, "Convergence of Critic-based Training," Systems, Man, and Cybernetics, 1997. IEEE International Conference on Computational Cybernetics and Simulation, vol. 4, pp. 3057 - 3060, Institute of Electrical and Electronics Engineers (IEEE), Jan 1997.

The definitive version is available at https://doi.org/10.1109/ICSMC.1997.633056

Meeting Name

IEEE International Conference on Computational Cybernetics and Sumulation: Systems, Man and Cybernetics (1997: Oct. 12-15, Orlando, FL)

Department(s)

Electrical and Computer Engineering

International Standard Book Number (ISBN)

0000780340531

International Standard Serial Number (ISSN)

1062-922X

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 1997 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.

Publication Date

01 Jan 1997