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
Thomas Brox — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Thomas Brox
32
papers ·
8358
citations ·
88
h-index
University of Freiburg
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Motion Perception in Reinforcement Learning with Dynamic Objects
2019 · 10 citations
TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning
2018 · 8 citations
CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
2019 · 7 citations
Pre-training of Deep RL Agents for Improved Learning under Domain Randomization
2021 · 2 citations
Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control
2019 · 1 citations
Constrained Reinforcement Learning with Smoothed Log Barrier Function
2024
Constrained Reinforcement Learning for Safe Heat Pump Control
2024
Top co-authors
Artemij Amiranashvili
· 5
Max Argus
· 3
Alexey Dosovitskiy
· 2
Baohe Zhang
· 2
Joschka B\"odecker
· 2
Lilli Frison
· 2
Lukas Hermann
· 2
Vladlen Koltun
· 2
Wolfram Burgard
· 2
Aditya Bhatt
· 1
Andreas Eitel
· 1
Boris Belousov
· 1
Topics
Model-Based RL
Safe RL
Value-Based
Exploration
Meta-RL
Offline RL
Policy Gradient