research
∙
04/26/2023
AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
Recent advances in immunomics have shown that T-cell receptor (TCR) sign...
share
research
∙
05/30/2019
Defining Admissible Rewards for High Confidence Policy Evaluation
A key impediment to reinforcement learning (RL) in real applications wit...
research
∙
08/14/2018
An Optimal Policy for Patient Laboratory Tests in Intensive Care Units
Laboratory testing is an integral tool in the management of patient care...
research
∙
04/20/2017
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units
The management of invasive mechanical ventilation, and the regulation of...
research
∙
02/02/2015