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Mehryar Mohri — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mehryar Mohri
15
papers ·
1626
citations ·
64
h-index
Google (United States) · Courant Institute of Mathematical Sciences
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Most-cited papers
Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation
2022 · 26 citations
Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning
2021 · 5 citations
Reinforcement Learning with Feedback Graphs
2020 · 2 citations
A Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learning
2022 · 2 citations
Agnostic Reinforcement Learning with Low-Rank MDPs and Rich Observations
2021 · 1 citations
Theoretical Foundations and Effective Algorithms for Policy-Aware Simulator Learning
2026
Top co-authors
Christoph Dann
· 6
Ayush Sekhari
· 3
Karthik Sridharan
· 3
Yishay Mansour
· 3
Julian Zimmert
· 2
Teodor V. Marinov
· 1
Tong Zhang
· 1
Yishay Mansour
· 1
Topics
Exploration
Model-Based RL
Value-Based
Safe RL
Game AI