Reinforcement Learning for Optimal Stopping in POMDPs with Application to Quickest Change Detection

Austin Cooper, Sean Meyn

The field of quickest change detection (QCD) focuses on the design and analysis of online algorithms that estimate the time at which a significant event occurs. In this paper, desi…