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Li-wei H. Lehman — most-cited papers & profile · Reinforcement Learning
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overview
Li-wei H. Lehman
3
papers ·
142
citations
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Semantic Scholar ↗
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Most-cited papers
Evaluating Reinforcement Learning Algorithms in Observational Health Settings
2018 · 87 citations
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
2019 · 45 citations
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients
2020 · 10 citations
Top co-authors
Aldo Faisal
· 2
David Wihl
· 2
Finale Doshi-Velez
· 2
Matthieu Komorowski
· 2
Omer Gottesman
· 2
Xuefeng Peng
· 2
Andrew Ross
· 1
Christopher Mosch
· 1
Daby Sow
· 1
David Sontag
· 1
Donghun Lee
· 1
Finale Doshi‐Velez
· 1
Topics
Model-Based RL
Safe RL
Offline RL
Value-Based
Meta-RL