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
Michael Schukat — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Michael Schukat
4
papers ·
24
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning
2017 · 24 citations
Hindsight Preference Replay Improves Preference-Conditioned Multi-Objective Reinforcement Learning
2026
Demonstration-Guided Continual Reinforcement Learning in Dynamic Environments
2025
Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control
2024
Top co-authors
Karl Mason
· 3
Jonaid Shianifar
· 2
and Enda Howley
· 1
Enda Howley
· 1
Junlin Lu
· 1
Patrick Mannion
· 1
Seyed Sajad Mousavi
· 1
Xue Yang
· 1
Topics
Policy Gradient
Model-Based RL
Multi-Agent
Offline RL
Exploration
Meta-RL
Value-Based