Percentile Criterion Optimization in Offline Reinforcement Learning

Elita A. Lobo, Cyrus Cousins, Yair Zick +1

In reinforcement learning, robust policies for high-stakes decision-making problems with limited data are usually computed by optimizing the \emph{percentile criterion}. The percen…