Learning Preference-Based Objectives from Clinical Narratives for Dynamic Sepsis Treatment

Daniel J. Tan, Jayne Hui Zhen Chan, Kai Wen Hwang +3

Designing reward functions for reinforcement learning (RL) in healthcare remains challenging because clinically meaningful outcomes are sparse, delayed, and difficult to explicitly…