medR: Reward Engineering for Clinical Offline Reinforcement Learning via Tri-Drive Potential Functions

Qianyi Xu, Gousia Habib, Feng Wu +5

Reinforcement Learning (RL) offers a powerful framework for optimizing dynamic treatment regimes (DTRs). However, clinical RL is fundamentally bottlenecked by reward engineering: t…