An Information Based Approach to Stochastic Control Problems

An information based method for solving stochastic control problems with partial observation is proposed. First, information-theoretic lower bounds of the cost function are analysed. It is shown, under rather weak assumptions, that reduction in the expected cost with closed-loop control compared wit...

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Bibliographic Details
Main Author: Bania Piotr
Format: Article
Language:English
Published: Sciendo 2020-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.34768/amcs-2020-0002