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
Alex Ayoub — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alex Ayoub
4
papers ·
71
citations ·
0
h-index
University of Alberta
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-Based Reinforcement Learning with Value-Targeted Regression
2020 · 71 citations
Rectifying Regression in Reinforcement Learning
2025
An Elementary Proof that Q-learning Converges Almost Surely
2021
Switching the Loss Reduces the Cost in Batch (Offline) Reinforcement Learning
2024
Top co-authors
Alireza Bakhtiari
· 1
and Csaba Szepesv\'ari
· 1
Csaba Szepesvari
· 1
Csaba Szepesv\'ari
· 1
Dale Schuurmans
· 1
David Szepesv\'ari
· 1
Dawen Liang
· 1
James McInerney
· 1
Kaiwen Wang
· 1
Lin F. Yang
· 1
Matthew T. Regehr
· 1
Mengdi Wang
· 1
Topics
Value-Based
Model-Based RL
Offline RL