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
Sheng Zhou — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sheng Zhou
22
papers ·
127
citations ·
13
h-index
Ordnance Survey · Geospatial Research (United Kingdom) · Zhejiang Lab · GDA (United States) · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Distributed Policy Learning Based Random Access for Diversified QoS Requirements
2019 · 12 citations
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms
2023 · 7 citations
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning
2023 · 4 citations
SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services
2025 · 1 citations
History-Aware Reasoning for GUI Agents
2025
Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
2023
Top co-authors
Zhisheng Niu
· 3
Dajun Chen
· 1
Hao Chen
· 1
Hao Xu
· 1
Jiajun Bu
· 1
Jingzhou Sun
· 1
L Yang
· 1
Qiaoyu Tan
· 1
Wei Jiang
· 1
Xiaoxuan Tang
· 1
Xiufeng Huang
· 1
Yaodan Xu
· 1
Topics
Model-Based RL
Multi-Agent
Value-Based
RLHF & Alignment
Policy Gradient
Exploration