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
Zhishuai Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhishuai Liu
6
papers ·
2
citations ·
2
h-index
Duke University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation
2024 · 1 citations
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
2024 · 1 citations
How to Provably Improve Return Conditioned Supervised Learning?
2025
Robust Offline Reinforcement Learning with Linearly Structured f-Divergence Regularization
2024
Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning
2024
Return Augmented Decision Transformer for Off-Dynamics Reinforcement Learning
2024
Top co-authors
Pan Xu
· 5
Cheng Tang
· 1
Dongruo Zhou
· 1
Dongruo Zhou
· 1
Pan Xu
· 1
Ruhan Wang
· 1
Ruhan Wang
· 1
Weixin Wang
· 1
Yu Yang
· 1
Yu Yang
· 1
Topics
Offline RL
Model-Based RL
Value-Based
Policy Gradient
Safe RL