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Sumana Basu — most-cited papers & profile · Reinforcement Learning
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Sumana Basu
2
papers ·
7
citations
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Most-cited papers
On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
2023 · 4 citations
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
2022 · 3 citations
Top co-authors
Doina Precup
· 2
Adriana Romero-Soriano
· 1
Elaine Lau
· 1
Flemming Kondrup
· 1
Jacob Shkrob
· 1
Marc-Andr\'e Legault
· 1
My Duc Tran
· 1
Nathan de Lara
· 1
Thomas Jiralerspong
· 1
Topics
Offline RL
Safe RL
Model-Based RL
Value-Based