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Faguo Wu — most-cited papers & profile · Reinforcement Learning
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overview
Faguo Wu
5
papers ·
13
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Adaptive trajectory-constrained exploration strategy for deep reinforcement learning
2023 · 11 citations
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations
2024 · 1 citations
Trajectory-Oriented Policy Optimization with Sparse Rewards
2024 · 1 citations
Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood
2025
Preference-Guided Reinforcement Learning for Efficient Exploration
2024
Top co-authors
Guojian Wang
· 4
Tianyuan Chen
· 3
Xiao Zhang
· 2
Jianxiang Liu
· 1
Jianxiang Liu
· 1
Ning Guo
· 1
Qingmao Yao
· 1
Xiao Zhang
· 1
Xiao Zhang
· 1
Xiao Zhang
· 1
Xinyuan Li
· 1
Xuefan Chen
· 1
Topics
Offline RL
Exploration
Policy Gradient
Value-Based
Safe RL
RLHF & Alignment
Multi-Agent