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Xinyan Yan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xinyan Yan
5
papers ·
57
citations ·
29
h-index
East China University of Science and Technology · University of South Florida · Yancheng Institute of Technology · University of South Florida St. Petersburg
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Most-cited papers
Fast Policy Learning through Imitation and Reinforcement
2018 · 44 citations
Adaptive Probabilistic Trajectory Optimization via Efficient Approximate Inference
2016 · 7 citations
Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods
2019 · 3 citations
Manifold Regularization for Kernelized LSTD
2017 · 2 citations
Predictor-Corrector Policy Optimization
2018 · 1 citations
Top co-authors
Byron Boots
· 5
Ching-An Cheng
· 3
Evangelos A. Theodorou
· 1
Krzysztof Choromanski
· 1
Nathan Ratliff
· 1
Nolan Wagener
· 1
Vikas Sindhwani
· 1
Yunpeng Pan
· 1
Topics
Policy Gradient
Model-Based RL
Exploration
Value-Based
Offline RL
Meta-RL