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Siyuan Guo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Siyuan Guo
4
papers ·
5
citations ·
28
h-index
Guangdong Ocean University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Generalizable Agents via Saliency-Guided Features Decorrelation
2023 · 3 citations
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
2023 · 2 citations
Decision Flow Policy Optimization
2025
Top co-authors
Hechang Chen
· 3
Jifeng Hu
· 3
Lichao Sun
· 3
Sili Huang
· 3
Yanchao Sun
· 2
Yi Chang
· 2
Bo Yang
· 1
Dacheng Tao
· 1
Haiyin Piao
· 1
Li Shen
· 1
Yi Chang
· 1
Zhaogeng Liu
· 1
Topics
Model-Based RL
Offline RL
Policy Gradient
Exploration
Safe RL
Meta-RL