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Jianzhun Du
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 4
Top Topics
Markov Decision Process
Reinforcement Learning
Average Reward
Optimal Policy
Top Venues
CoRR
npj Digit. Medicine
NeurIPS
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Publications
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Kristine Zhang
,
Henry Wang
,
Jianzhun Du
,
Brian Chu
,
Aldo Arévalo
,
Ryan Kindle
,
Leo Anthony Celi
,
Finale Doshi-Velez
An interpretable RL framework for pre-deployment modeling in ICU hypotension management.
npj Digit. Medicine
5 (2022)
Kristine Zhang
,
Yuanheng Wang
,
Jianzhun Du
,
Brian Chu
,
Leo Anthony Celi
,
Ryan Kindle
,
Finale Doshi-Velez
Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment.
CoRR
(2021)
Jianzhun Du
,
Joseph Futoma
,
Finale Doshi-Velez
Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs.
NeurIPS
(2020)
Jianzhun Du
,
Joseph Futoma
,
Finale Doshi-Velez
Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs.
CoRR
(2020)