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
Konrad Zolna — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Konrad Zolna
12
papers ·
290
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Critic Regularized Regression
2020 · 90 citations
Scaling data-driven robotics with reward sketching and batch reinforcement learning
2019 · 45 citations
Hyperparameter Selection for Offline Reinforcement Learning
2020 · 43 citations
Offline Learning from Demonstrations and Unlabeled Experience
2020 · 14 citations
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
2020 · 9 citations
Semi-supervised reward learning for offline reinforcement learning
2020 · 7 citations
Reinforced Imitation in Heterogeneous Action Space
2019 · 5 citations
Regularized Behavior Value Estimation
2021 · 4 citations
Top co-authors
Nando de Freitas
· 6
Caglar Gulcehre
· 5
Alexander Novikov
· 4
Scott Reed
· 4
Ziyu Wang
· 4
Ksenia Konyushkova
· 3
Yusuf Aytar
· 3
Cosmin Păduraru
· 2
Josh Merel
· 2
Misha Denil
· 2
Sergio G\'omez Colmenarejo
· 2
Serkan Cabi
· 2
Topics
Offline RL
Safe RL
Value-Based
Game AI
Policy Gradient
Multi-Agent
Model-Based RL