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Leo Anthony Celi — most-cited papers & profile · Reinforcement Learning
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Leo Anthony Celi
6
papers ·
211
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
2017 · 102 citations
Evaluating Reinforcement Learning Algorithms in Observational Health Settings
2018 · 87 citations
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
2020 · 12 citations
Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment
2021 · 1 citations
Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation
2021 · 1 citations
Top co-authors
Aniruddh Raghu
· 1
Brian Chu
· 1
Donghun Lee
· 1
Jiayu Yao
· 1
Linying Zhang
· 1
Marzyeh Ghassemi
· 1
Sonali Parbhoo
· 1
Srivatsan Srinivasan
· 1
Yao Liu
· 1
Yi Ding
· 1
Yuanheng Wang
· 1
Topics
Safe RL
Offline RL
Model-Based RL
Policy Gradient