Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

Ning Liu, Ying Liu, Brent Logan +3

This paper presents the first deep reinforcement learning (DRL) framework to estimate the optimal Dynamic Treatment Regimes from observational medical data. This framework is more…