Yin-Lam Chow

Risk aversion in finite Markov Decision Processes using total cost criteria and average value at risk

In this paper we present an algorithm to compute risk averse policies in Markov Decision Processes (MDP) when the total cost criterion is used together with the average value at risk (AVaR) metric. Risk averse policies are needed when large deviations from the expected behavior may have detrimental…