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Aaron Roth — most-cited papers & profile · Reinforcement Learning
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Aaron Roth
6
papers ·
9
citations ·
47
h-index
California University of Pennsylvania · University of Pennsylvania · Philadelphia University
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Most-cited papers
Fairness in Reinforcement Learning
2016 · 7 citations
Replicable Reinforcement Learning with Linear Function Approximation
2025
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces
2025
Oracle-Efficient Reinforcement Learning for Max Value Ensembles
2024
Top co-authors
Jessica Sorrell
· 3
Marcel Hussing
· 3
Michael Kearns
· 3
Sikata Bela Sengupta
· 3
Eric Eaton
· 2
Jamie Morgenstern
· 1
Matthew Joseph
· 1
Michael Kearns
· 1
Shahin Jabbari
· 1
Topics
Value-Based
Multi-Agent
Model-Based RL
Safe RL
Policy Gradient
Meta-RL