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
Junyu Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Junyu Zhang
7
papers ·
73
citations ·
7
h-index
Xinjiang Agricultural University · Xinjiang Academy of Animal Science · Xinjiang Uygur Autonomous Region Education Department
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Variational Policy Gradient Method for Reinforcement Learning with General Utilities
2020 · 37 citations
On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
2021 · 18 citations
Cautious Reinforcement Learning via Distributional Risk in the Dual Domain
2020 · 10 citations
MARL with General Utilities via Decentralized Shadow Reward Actor-Critic
2021 · 5 citations
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
2022 · 2 citations
On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control
2021 · 1 citations
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
2023
Top co-authors
Amrit Singh Bedi
· 4
Mengdi Wang
· 4
Alec Koppel
· 3
Csaba Szepesvari
· 2
and Alec Koppel
· 1
and Mengdi Wang
· 1
Anjaly Parayil
· 1
Chengzhuo Ni
· 1
Chongjie Zhang
· 1
Fan Chen
· 1
Haozhe Jiang
· 1
Jianhao Wang
· 1
Topics
Policy Gradient
Exploration
Safe RL
Offline RL
Value-Based
Multi-Agent
Meta-RL