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Yanan Sui — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yanan Sui
9
papers ·
71
citations ·
15
h-index
East China University of Science and Technology · National Institute of Clean and Low-Carbon Energy · State Key Laboratory of Chemical Engineering · Tsinghua University
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Most-cited papers
Safe Reinforcement Learning in Constrained Markov Decision Processes
2020 · 54 citations
Dueling Posterior Sampling for Preference-Based Reinforcement Learning
2019 · 6 citations
No-Regret Reinforcement Learning with Heavy-Tailed Rewards
2021 · 4 citations
Bellman Gradient Iteration for Inverse Reinforcement Learning
2017 · 2 citations
Safe Policy Optimization with Local Generalized Linear Function Approximations
2021 · 2 citations
A Survey of Constraint Formulations in Safe Reinforcement Learning
2024 · 1 citations
Imitation with Neural Density Models
2020
Distributionally Robust Constrained Reinforcement Learning under Strong Duality
2024
Top co-authors
Akifumi Wachi
· 3
Yisong Yue
· 2
Adam Wierman
· 1
Akshat Jindal
· 1
and Joel W. Burdick
· 1
Ellen R. Novoseller
· 1
Jiaming Song
· 1
Joel W. Burdick
· 1
Kishan Panaganti
· 1
Kun Li
· 1
Kuno Kim
· 1
Laixi Shi
· 1
Topics
Model-Based RL
Safe RL
Exploration
Value-Based
Policy Gradient
Offline RL