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
Peng Liao — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Peng Liao
7
papers ·
57
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity
2019 · 23 citations
Batch Policy Learning in Average Reward Markov Decision Processes
2020 · 15 citations
Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention
2017 · 6 citations
Group-driven Reinforcement Learning for Personalized mHealth Intervention
2017 · 5 citations
Rapidly Personalizing Mobile Health Treatment Policies with Limited Data
2020 · 4 citations
Robust Batch Policy Learning in Markov Decision Processes
2020 · 3 citations
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
2023 · 1 citations
Top co-authors
Susan Murphy
· 4
Feiyun Zhu
· 2
Predrag Klasnja
· 2
Predrag Klasnja
· 2
Zhengling Qi
· 2
Jun Guo
· 1
Junzhou Huang
· 1
Kelly Zhang
· 1
Kristjan Greenewald
· 1
Prasidh Chhabria
· 1
Raaz Dwivedi
· 1
Raphael Kim
· 1
Topics
Meta-RL
Offline RL
Model-Based RL
Policy Gradient
Value-Based
Safe RL
Multi-Agent