Jianzhun Du

According to our database, Jianzhun Du authored at least 3 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

An interpretable RL framework for pre-deployment modeling in ICU hypotension management.

Kristine Zhang, Henry Wang, Jianzhun Du, Brian Chu, Aldo Arévalo, Ryan Kindle, Leo Anthony Celi, Finale Doshi-Velez

npj Digit. Medicine, 2022

2021

Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment.

Kristine Zhang, Yuanheng Wang, Jianzhun Du, Brian Chu, Leo Anthony Celi, Ryan Kindle, Finale Doshi-Velez

CoRR, 2021

2020

Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs.

Jianzhun Du, Joseph Futoma, Finale Doshi-Velez

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020