On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes

Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh +1

Optimizing static risk-averse objectives in Markov decision processes is difficult because they do not admit standard dynamic programming equations common in Reinforcement Learning…