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
Nan Jiang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nan Jiang
9
papers ·
10
citations ·
38
h-index
Nanjing Agricultural University · East China Jiaotong University · Emory University · Shandong Institute of Business and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality
2022 · 4 citations
On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
2022 · 1 citations
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
2022
ARMOR: A Model-based Framework for Improving Arbitrary Baseline Policies with Offline Data
2022
Harnessing Density Ratios for Online Reinforcement Learning
2024
Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic Modularity
2024
Top co-authors
Philip Amortila
· 3
Akshay Krishnamurthy
· 2
Dylan J. Foster
· 2
Jinglin Chen
· 2
Tengyang Xie
· 2
Aditya Modi
· 1
Alekh Agarwal
· 1
Ayush Sekhari
· 1
Ching-An Cheng
· 1
Dean P. Foster
· 1
Dhruv Madeka
· 1
Jiawei Huang
· 1
Topics
Model-Based RL
Exploration
Offline RL
Safe RL
Value-Based
Meta-RL