학술논문

Controlled Martingale Problems And Their Markov Mimics
Document Type
Working Paper
Source
Subject
Mathematics - Probability
Computer Science - Information Theory
Mathematics - Optimization and Control
60J25, 93E20
Language
Abstract
In this article we prove under suitable assumptions that the marginals of any solution to a relaxed controlled martingale problem on a Polish space $E$ can be mimicked by a Markovian solution of a Markov-relaxed controlled martingale problem. We also show how such `Markov mimics' can be obtained by relative entropy minimisation. We provide many examples where the above results can be applied.