- Tytuł:
- Adaptive control of discrete time Markov processes by the large deviations method
- Autorzy:
-
Duncan, T.
Pasik-Duncan, B.
Stettner, Łukasz - Powiązania:
- https://bibliotekanauki.pl/articles/1208162.pdf
- Data publikacji:
- 2000
- Wydawca:
- Polska Akademia Nauk. Instytut Matematyczny PAN
- Tematy:
-
discrete time controlled Markov processes
adaptive control
large deviations - Opis:
- Some discrete time controlled Markov processes in a locally compact metric space whose transition operators depend on an unknown parameter are described. The adaptive controls are constructed using the large deviations of empirical distributions which are uniform in the parameter that takes values in a compact set. The adaptive procedure uses a finite family of continuous, almost optimal controls. Using the large deviations property it is shown that an adaptive control which is a fixed almost optimal control after a finite time is almost optimal with probability nearly 1.
- Źródło:
-
Applicationes Mathematicae; 2000, 27, 3; 265-285
1233-7234 - Pojawia się w:
- Applicationes Mathematicae
- Dostawca treści:
- Biblioteka Nauki
Artykuł