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
Siyuan Li — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Siyuan Li
12
papers ·
52
citations ·
24
h-index
Beijing University of Posts and Telecommunications · Guangxi University · Zhejiang Ocean University · Network Technologies (United States) · Henan Agricultural University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Offline Reinforcement Learning with Reverse Model-based Imagination
2021 · 21 citations
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning
2017 · 13 citations
Active Hierarchical Exploration with Stable Subgoal Representation Learning
2021 · 7 citations
Behavior Contrastive Learning for Unsupervised Skill Discovery
2023 · 3 citations
CUP: Critic-Guided Policy Reuse
2022
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery
2022
Learning to Solve Tasks with Exploring Prior Behaviours
2023
Top co-authors
Chongjie Zhang
· 6
Wenzhe Li
· 2
Bin Zhao
· 1
Chenjia Bai
· 1
Guangxiang Zhu
· 1
Hao Hu
· 1
Haozhe Jiang
· 1
Hongyi Guo
· 1
Jianhao Wang
· 1
Jianhao Wang
· 1
Jin Zhang
· 1
Jin Zhang
· 1
Topics
Meta-RL
Exploration
Offline RL
Safe RL
Value-Based
Model-Based RL
Policy Gradient