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
Daniel Mankowitz — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Daniel Mankowitz
5
papers ·
354
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Challenges of Real-World Reinforcement Learning
2019 · 256 citations
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
2019 · 57 citations
Universal Successor Features Approximators
2018 · 24 citations
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
2020 · 9 citations
Local Search for Policy Iteration in Continuous Control
2020 · 8 citations
Top co-authors
Andr\'e Barreto
· 2
David Silver
· 2
Diana Borsa
· 2
Gabriel Dulac-Arnold
· 2
John Quan
· 2
Josh Merel
· 2
R\'emi Munos
· 2
Tom Schaul
· 2
Abbas Abdolmaleki
· 1
Alexander Novikov
· 1
Arunkumar Byravan
· 1
Augustin \v{Z}\'idek
· 1
Topics
Value-Based
Meta-RL
Model-Based RL
Safe RL
Exploration
Offline RL
Game AI
Policy Gradient