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Yingbin Liang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yingbin Liang
34
papers ·
254
citations ·
37
h-index
Indiana University Indianapolis · The Ohio State University · Indiana University – Purdue University Indianapolis
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Most-cited papers
Finite-Sample Analysis for SARSA with Linear Function Approximation
2019 · 65 citations
Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms
2020 · 34 citations
Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms
2020 · 23 citations
Reanalysis of Variance Reduced Temporal Difference Learning
2020 · 18 citations
Finite-Time Analysis for Double Q-learning
2020 · 16 citations
CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee
2020 · 16 citations
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling
2020 · 11 citations
Doubly Robust Off-Policy Actor-Critic: Convergence and Optimality
2021 · 8 citations
Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms
2020 · 5 citations
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
2019 · 4 citations
Model-Based Offline Meta-Reinforcement Learning with Regularization
2022 · 4 citations
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence
2020 · 3 citations
Faster Algorithm and Sharper Analysis for Constrained Markov Decision Process
2021 · 3 citations
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
2022 · 2 citations
A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints
2023 · 2 citations
Top co-authors
Tengyu Xu
· 13
Ruiquan Huang
· 6
Shaofeng Zou
· 4
Jing Yang
· 3
Ming Shi
· 3
Songtao Feng
· 3
Yuan Cheng
· 3
Zhe Wang
· 3
Guanghui Lan
· 2
Huaqing Xiong
· 2
Jing Yang
· 2
Jing Yang
· 2
Topics
Model-Based RL
Value-Based
Policy Gradient
Offline RL
Safe RL
Exploration
Meta-RL
Multi-Agent
Game AI