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
Mingyang Sun — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mingyang Sun
17
papers ·
23
citations ·
21
h-index
Xinjiang Normal University · Shijiazhuang University · Hebei University of Technology · Jilin University · Dalian Polytechnic University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning
2025 · 2 citations
Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning
2026
Fuz-RL: A Fuzzy-Guided Robust Framework for Safe Reinforcement Learning under Uncertainty
2026
Sophia: A Persistent Agent Framework of Artificial Life
2025
Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
2025
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport
2025
SAMG: Offline-to-Online Reinforcement Learning via State-Action-Conditional Offline Model Guidance
2024
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning
2023
Top co-authors
Xu Wan
· 5
Chao Yang
· 3
Cheng Yang
· 2
Jie Song
· 2
Weinan Zhang
· 2
Donglin Wang
· 1
Feng Hong
· 1
Linkang Du
· 1
Min Chen
· 1
Peng Cheng
· 1
Pengxiang Ding
· 1
Ruilong Deng
· 1
Topics
Model-Based RL
Value-Based
Offline RL
Multi-Agent
cs.AI
Policy Gradient
cs.LG
RLHF & Alignment
Safe RL