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
Matthew Farrugia-Roberts — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Matthew Farrugia-Roberts
3
papers ·
3
citations ·
0
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
2022 · 3 citations
Stagewise Reinforcement Learning and the Geometry of the Regret Landscape
2026
Mitigating Goal Misgeneralization via Minimax Regret
2025
Top co-authors
Adam Gleave
· 1
Alessandro Abate
· 1
Chris Elliott
· 1
Christian Schroeder de Witt
· 1
Daniel Murfet
· 1
David Krueger
· 1
David Quarel
· 1
Einar Urdshals
· 1
Hannah Erlebach
· 1
Joar Skalse
· 1
Karim Abdel Sadek
· 1
Michael Dennis
· 1
Topics
Policy Gradient
RLHF & Alignment
Model-Based RL
Meta-RL
Safe RL
Value-Based
Offline RL