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
Daan Wierstra — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Daan Wierstra
11
papers ·
1611
citations ·
31
h-index
Google DeepMind (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
PathNet: Evolution Channels Gradient Descent in Super Neural Networks
2017 · 645 citations
Imagination-Augmented Agents for Deep Reinforcement Learning
2017 · 211 citations
Variational Intrinsic Control
2016 · 181 citations
Model-Free Episodic Control
2016 · 174 citations
Neural Episodic Control
2017 · 92 citations
Learning model-based planning from scratch
2017 · 78 citations
Learning and Querying Fast Generative Models for Reinforcement Learning
2018 · 70 citations
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents
2019 · 42 citations
Top co-authors
Alexander Pritzel
· 3
Charles Blundell
· 3
Demis Hassabis
· 3
Lars Buesing
· 3
Oriol Vinyals
· 3
Benigno Uria
· 2
Danilo Jimenez Rezende
· 2
David P. Reichert
· 2
Karol Gregor
· 2
Nicolas Heess
· 2
Peter Battaglia
· 2
Razvan Pascanu
· 2
Topics
Exploration
Model-Based RL
Meta-RL
Value-Based
Game AI
Policy Gradient