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
Yaliang Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yaliang Li
76
papers ·
1474
citations ·
44
h-index
Alibaba Group (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
2025 · 68 citations
Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
2025
Learning Agent-Compatible Context Management for Long-Horizon Tasks
2026
IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement Learning
2026
R$^3$L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification
2026
Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs
2025
Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
2025
Top co-authors
Wenhao Zhang
· 5
Bolin Ding
· 4
Xuchen Pan
· 4
Yanxi Chen
· 4
Yuchang Sun
· 4
Yuexiang Xie
· 4
Yushuo Chen
· 3
Daoyuan Chen
· 2
Jingren Zhou
· 2
Weijie Shi
· 2
Yilun Huang
· 2
Zexi Li
· 2
Topics
cs.AI
cs.LG
Policy Gradient
RLHF & Alignment
Offline RL
cs.CL
Model-Based RL