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Peter Szolovits — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Peter Szolovits
5
papers ·
225
citations ·
64
h-index
Massachusetts Institute of Technology
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Semantic Scholar ↗
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Most-cited papers
Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
2017 · 102 citations
Deep Reinforcement Learning for Sepsis Treatment
2017 · 47 citations
Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients
2017 · 46 citations
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
2020 · 9 citations
Top co-authors
Aniruddh Raghu
· 2
Marzyeh Ghassemi
· 2
Matthieu Komorowski
· 2
Aaron Sonabend-W
· 1
Imran Ahmed
· 1
Junwei Lu
· 1
Leo A. Celi
· 1
Leo Anthony Celi
· 1
Leo Celi
· 1
Mingwu Gao
· 1
Susu Yan
· 1
Tianxi Cai
· 1
Topics
Policy Gradient
Safe RL
Model-Based RL
Offline RL
Exploration