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
Tao Qin — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tao Qin
56
papers ·
2111
citations ·
70
h-index
Sichuan University · Southwest Forestry University · West China Hospital of Sichuan University · Shanghai Maritime University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Suphx: Mastering Mahjong with Deep Reinforcement Learning
2020 · 85 citations
Learning What Data to Learn
2017 · 55 citations
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
2019 · 39 citations
Return-Based Contrastive Representation Learning for Reinforcement Learning
2021 · 18 citations
Reinforcement Learning for Learning Rate Control
2017 · 15 citations
You May Not Need Ratio Clipping in PPO
2022 · 7 citations
Distributional Reinforcement Learning for Multi-Dimensional Reward Functions
2021 · 4 citations
Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality
2022 · 4 citations
Distributional Reward Decomposition for Reinforcement Learning
2019 · 3 citations
Masked Contrastive Representation Learning for Reinforcement Learning
2020 · 3 citations
TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets
2022 · 3 citations
Supervised Off-Policy Ranking
2021 · 1 citations
Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret
2022
Top co-authors
Tie-Yan Liu
· 6
Li Zhao
· 4
Guoqing Liu
· 3
Chuheng Zhang
· 2
Derek Yang
· 2
Houqiang Li
· 2
Jiang Bian
· 2
Li Zhao
· 2
Tie‐Yan Liu
· 2
Zichuan Lin
· 2
Chang Xu
· 1
Chao Wang
· 1
Topics
Value-Based
Exploration
Game AI
Policy Gradient
Offline RL
Safe RL
Model-Based RL
Multi-Agent
Meta-RL