Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
← authors
·
overview
Xiaoran Fan
16
papers ·
88
citations ·
0
h-index
Fudan University · Film Independent
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
2025 · 68 citations
Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
2025
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
2025
Top co-authors
Qi Zhang
· 3
Zhiheng Xi
· 3
Jun Zhao
· 2
Mingqi Wu
· 2
Qiaole Dong
· 2
Senjie Jin
· 2
Tao Gui
· 2
Yanwei Fu
· 2
Yuhao Zhou
· 2
Zhihao Zhang
· 2
Changhao Jiang
· 1
Enyu Zhou
· 1
Topics
RLHF & Alignment
Model-Based RL
Policy Gradient
Value-Based
Offline RL
Xiaoran Fan — most-cited papers & profile · Reinforcement Learning