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Rui Lu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Rui Lu
4
papers ·
2
citations ·
0
h-index
University of Macau · University of Hong Kong
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Most-cited papers
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
2025 · 1 citations
Augmenting Unsupervised Reinforcement Learning with Self-Reference
2023 · 1 citations
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
2025
Provable General Function Class Representation Learning in Multitask Bandits and MDPs
2022
Top co-authors
Gao Huang
· 3
Andrew Zhao
· 2
Andrew Zhao
· 1
An Yang
· 1
Bowen Yu
· 1
Chang Gao
· 1
Chujie Zheng
· 1
Erle Zhu
· 1
Jianxin Yang
· 1
Jie Tang
· 1
Junyang Lin
· 1
Kai Dang
· 1
Topics
Exploration
RLHF & Alignment
Meta-RL
Policy Gradient
Model-Based RL
Value-Based
Offline RL