Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures

Daniel R. Jiang, Warren B. Powell

Abstract: In this paper, we consider a finite-horizon Markov decision process (MDP) for which the objective at each stage is to minimize a quantile-based risk measure (QBRM) of the sequence of future costs; ...