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
Xi Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xi Liu
7
papers ·
8
citations ·
18
h-index
Meta (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
2021 · 3 citations
Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning
2020 · 2 citations
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective
2025
Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots
2022
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees
2022
Top co-authors
Ping-Chun Hsieh
· 4
Wei Hung
· 2
and Ping-Chun Hsieh
· 1
Bo-Kai Huang
· 1
Hsin-En Su
· 1
Jyun-Li Lin
· 1
Li Li
· 1
Muhe Xie
· 1
Rui Chen
· 1
Shang-Hsuan Yang
· 1
Wei Hung
· 1
Yen-Ju Chen
· 1
Topics
Policy Gradient
Model-Based RL
Offline RL
Value-Based
Game AI
Safe RL
Multi-Agent