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Joseph Futoma — most-cited papers & profile · Reinforcement Learning
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Joseph Futoma
5
papers ·
118
citations
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Semantic Scholar ↗
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Most-cited papers
Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs
2020 · 25 citations
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
2020 · 12 citations
POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning
2020 · 10 citations
Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning
2020 · 4 citations
Top co-authors
Finale Doshi-Velez
· 4
Emma Brunskill
· 1
Jianzhun Du
· 1
Leo Anthony Celi
· 1
Michael C. Hughes
· 1
Muhammad A. Masood
· 1
Omer Gottesman
· 1
Sonali Parbhoo
· 1
Yao Liu
· 1
Topics
Model-Based RL
Offline RL
Safe RL