On the Fundamental Limitations of Dual Static CVaR Decompositions in Markov Decision Processes
arXiv:2507.14005v2 Announce Type: replace
Abstract: It was recently shown that dynamic programming (DP) methods for finding static CVaR-optimal policies in Markov Decision Processes (MDPs) can fail when based on the dual formulation, yet the root caus…