Markov Decision Processes with Value-at-Risk Criterion

Li Xia, Jinyan Pan

Value-at-risk (VaR), also known as quantile, is a crucial risk measure in finance and other fields. However, optimizing VaR metrics in Markov decision processes (MDPs) is challengi…