Risk Filtering and Risk-Averse Control of Markovian Systems Subject to Model Uncertainty

Tomasz R. Bielecki, Igor Cialenco, Andrzej Ruszczyński

We consider a Markov decision process subject to model uncertainty in a Bayesian framework, where we assume that the state process is observed but its law is unknown to the observe…