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Maryam Fazel — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Maryam Fazel
7
papers ·
248
citations ·
28
h-index
Google (United States) · University of Washington · Cornell University
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Most-cited papers
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator
2018 · 241 citations
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies
2022 · 6 citations
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes
2021 · 1 citations
Asymptotically Optimal Regret for Reinforcement Learning without Horizon Dependence
2026
Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO
2025
A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
2023
Offline Multi-task Transfer RL with Representational Penalization
2024
Top co-authors
Simon S. Du
· 3
Mehran Mesbahi
· 2
Qiwen Cui
· 2
Zhihan Xiong
· 2
Avinandan Bose
· 1
Bin Hu
· 1
Haozhe Jiang
· 1
Kaiqing Zhang
· 1
Minhak Song
· 1
Na Li
· 1
Rong Ge
· 1
Ruizhe Shi
· 1
Topics
Exploration
Model-Based RL
Policy Gradient
Value-Based
Multi-Agent
RLHF & Alignment
Safe RL
Game AI
Offline RL
Meta-RL