Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making

Qinghua Liu, Praneeth Netrapalli, Csaba Szepesvári +1

This paper introduces a simple efficient learning algorithms for general sequential decision making. The algorithm combines Optimism for exploration with Maximum Likelihood Estimat…