Sample Complexity for Markov Decision Processes and Stochastic Optimal Control with Static Risk Measures

Cristian Chávez, Yan Li

We present an elementary state augmentation method for a class of static risk measure applied to the total cost for both Markov decision processes (MDPs) and stochastic optimal con…