Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination

Zhiyao Luo, Yangchen Pan, Peter Watkinson +1

In the rapidly changing healthcare landscape, the implementation of offline reinforcement learning (RL) in dynamic treatment regimes (DTRs) presents a mix of unprecedented opportun…