DocumentCode
592617
Title
Adaptive estimation of stochastic differential games
Author
Solo, Victor
Author_Institution
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
5428
Lastpage
5433
Abstract
We consider online estimation in the classic linear-quadratic dynamic stochastic zero sum two player game with unknown system parameters. We construct a fixed gain adaptive algorithm and give a stochastic averaging analysis of its behaviour. Previous stochastic work has not treated fixed gain algorithms which are needed in practice to enable tracking.
Keywords
differential games; stochastic games; classic linear-quadratic dynamic stochastic zero sum two player game; fixed gain adaptive algorithm; online estimation; stochastic averaging analysis; stochastic differential games; Algorithm design and analysis; Barium; Equations; Estimation; Games; Stability analysis; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6426983
Filename
6426983
Link To Document