Search Results for author: Jacob Shkrob

Found 1 papers, 1 papers with code

Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning

1 code implementation5 Oct 2022 Flemming Kondrup, Thomas Jiralerspong, Elaine Lau, Nathan de Lara, Jacob Shkrob, My Duc Tran, Doina Precup, Sumana Basu

We design a clinically relevant intermediate reward that encourages continuous improvement of the patient vitals as well as addresses the challenge of sparse reward in RL.

Q-Learning reinforcement-learning +1

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