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
Nils Jansen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nils Jansen
2
papers ·
1
citations ·
27
h-index
Radboud University Nijmegen · Ruhr University Bochum
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Finite-State Controllers for (Hidden-Model) POMDPs using Deep Reinforcement Learning
2026 · 1 citations
Perception-Based Beliefs for POMDPs with Visual Observations
2026
Top co-authors
David Hud\'ak
· 1
Maris F. L. Galesloot
· 1
Martin Kure\v{c}ka
· 1
Martin Tappler
· 1
Maximilian Weininger
· 1
Merlijn Krale
· 1
Milan \v{C}e\v{s}ka
· 1
Miriam Sch\"afers
· 1
Thiago D. Sim\~ao
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based