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Lichao Sun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lichao Sun
60
papers ·
545
citations ·
4
h-index
Lehigh University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
2024 · 29 citations
Learning Generalizable Agents via Saliency-Guided Features Decorrelation
2023 · 3 citations
Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning
2022 · 2 citations
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
2023 · 2 citations
Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning
2023 · 1 citations
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
2024 · 1 citations
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
2025
Decision Flow Policy Optimization
2025
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
2025
Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal
2024
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces
2024
Top co-authors
Hechang Chen
· 10
Jifeng Hu
· 10
Sili Huang
· 10
Dacheng Tao
· 5
Yi Chang
· 5
Yanchao Sun
· 4
Zhejian Yang
· 4
Bo Yang
· 3
Li Shen
· 3
Siyuan Guo
· 3
Haiyin Piao
· 2
Li Shen
· 2
Topics
Model-Based RL
Offline RL
Meta-RL
Policy Gradient
Exploration
Value-Based
RLHF & Alignment
Multi-Agent
Safe RL
Game AI