Can I read Reinforcement Learning in ICU: Safe Policies on EtoBox?

Reinforcement Learning in ICU: Safe Policies by PRASANTH KUMAR is a document available to read on EtoBox.

What is Reinforcement Learning in ICU: Safe Policies about?

This study explores the application of reinforcement learning (RL) in intensive care medicine, specifically to optimize ventilator settings for COVID-19 patients. The authors introduce cross off-policy evaluation and policy restriction to enhance model safety and interpretability, demonstrating their approach through extensive data analysis from the Dutch ICU Data Warehouse. The findings suggest that these methods can improve the reliability and effectiveness of RL models in clinical practice, paving the wa

Author

PRASANTH KUMAR

Language

EN