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
Lifeng Lai — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Lifeng Lai
10
papers ·
30
citations ·
37
h-index
University of California, Davis
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning
2021 · 13 citations
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning
2023 · 8 citations
Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Risk
2024 · 5 citations
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty
2023 · 1 citations
Provably Invincible Adversarial Attacks on Reinforcement Learning Systems: A Rate-Distortion Information-Theoretic Approach
2025
Learn to Change the World: Multi-level Reinforcement Learning with Model-Changing Actions
2025
Minimax Optimal Q Learning with Nearest Neighbors
2023
Camouflage Adversarial Attacks on Multiple Agent Systems
2024
Top co-authors
Guanlin Liu
· 3
Ziqing Lu
· 3
Weiyu Xu
· 2
Babak Hassibi
· 1
Guanlin Liu
· 1
Han Liu
· 1
Puning Zhao
· 1
Weiyu Xu
· 1
Xinyi Ni
· 1
Zhihan Zhou
· 1
Topics
Safe RL
Value-Based
Model-Based RL
Multi-Agent
Game AI
Meta-RL
Offline RL