Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage

no code implementations • 21 Oct 2021 • Julien Grand-Clément, Carri Chan, Vineet Goyal, Elizabeth Chuang

We propose a novel data-driven model to compute interpretable triage guidelines based on policies for Markov Decision Process that can be represented as simple sequences of decision trees ("tree policies").

BIG-bench Machine Learning Interpretable Machine Learning