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
Guangchen Lan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Guangchen Lan
13
papers ·
34
citations ·
7
h-index
Purdue University West Lafayette
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 · 10 citations
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 · 7 citations
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
2026
Reinforcement Learning for Scalable and Trustworthy Intelligent Systems
2026
Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
2026
Alternating Reinforcement Learning with Contextual Rubric Rewards: Beyond the Scalarization Strategy
2026
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
2025
Top co-authors
Christopher G. Brinton
· 3
Dong-Jun Han
· 2
Vaneet Aggarwal
· 2
Abolfazl Hashemi
· 1
Abulhair Saparov
· 1
Besnik Fetahu
· 1
Christopher Brinton
· 1
Guanwen Qiu
· 1
Han Wang
· 1
Hejie Cui
· 1
Huseyin A. Inan
· 1
James Anderson
· 1
Topics
Model-Based RL
RLHF & Alignment
Policy Gradient
Multi-Agent
Meta-RL
Safe RL