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Finale DoshiāVelez ā most-cited papers & profile Ā· Reinforcement Learning
ā authors
Ā·
overview
Finale DoshiāVelez
6
papers Ā·
28
citations Ā·
45
h-index
Harvard University
Google Scholar ā
Semantic Scholar ā
OpenAlex ā
Most-cited papers
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients
2020 Ā· 10 citations
Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies
2019 Ā· 8 citations
Learning-to-defer for sequential medical decision-making under uncertainty
2021 Ā· 3 citations
PAC Bounds for Imitation and Model-based Batch Learning of Contextual Markov Decision Processes
2020 Ā· 1 citations
Top co-authors
Daby Sow
Ā· 1
Li-wei H. Lehman
Ā· 1
Mingyu Lu
Ā· 1
Muhammad Adnan Masood
Ā· 1
Shalmali Joshi
Ā· 1
Sonali Parbhoo
Ā· 1
Yash Nair
Ā· 1
Zachary Shahn
Ā· 1
Topics
Safe RL
Model-Based RL
Policy Gradient
Exploration
Offline RL