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Sheng-Jun Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sheng-Jun Huang
17
papers ·
39
citations ·
2
h-index
Nanjing University of Aeronautics and Astronautics
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning with Supervision from Noisy Demonstrations
2020 · 7 citations
Co-Imitation Learning without Expert Demonstration
2021 · 2 citations
Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
2024 · 1 citations
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
2025
Top co-authors
Kun-Peng Ning
· 2
Qin-Wen Luo
· 2
Hu Xu
· 1
Topics
Offline RL
Value-Based
Safe RL
Policy Gradient
Multi-Agent
Exploration