A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens

Palash Ghosh, Xinru Wang, Trikay Nalamada +3

A dynamic treatment regimen (DTR) is a set of decision rules to personalize treatments for an individual using their medical history. The Q-learning-based Q-shared algorithm has be…