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Cynthia Rudin — most-cited papers & profile · Reinforcement Learning
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Cynthia Rudin
6
papers ·
17
citations ·
0
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Most-cited papers
Learning Cost-Effective Treatment Regimes using Markov Decision Processes
2016 · 10 citations
Learning Cost-Effective and Interpretable Regimes for Treatment Recommendation
2016 · 1 citations
There is no Accuracy-Interpretability Tradeoff in Reinforcement Learning for Mazes
2022 · 1 citations
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design
2022
Safe and Interpretable Estimation of Optimal Treatment Regimes
2023
Top co-authors
Himabindu Lakkaraju
· 2
Alexander Volfovsky
· 1
Ali Behrouz
· 1
Harsh Parikh
· 1
Margo Seltzer
· 1
Mathias Lecuyer
· 1
M. Brandon Westover
· 1
Michal Moshkovitz
· 1
Quinn Lanners
· 1
Sahar F. Zafar
· 1
Yishay Mansour
· 1
Zade Akras
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Offline RL
Policy Gradient