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
Fabian Ritz — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Fabian Ritz
8
papers ·
37
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Quantum Advantage Actor-Critic for Reinforcement Learning
2024 · 15 citations
CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing
2023 · 3 citations
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
2023 · 2 citations
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training
2023 · 1 citations
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms
2024 · 1 citations
REACT: Revealing Evolutionary Action Consequence Trajectories for Interpretable Reinforcement Learning
2024
Optimizing Sensor Redundancy in Sequential Decision-Making Problems
2024
Top co-authors
Claudia Linnhoff–Popien
· 4
Maximilian Zorn
· 4
Thomas Gabor
· 4
Thomy Phan
· 4
Claudia Linnhoff-Popien
· 3
Philipp Altmann
· 3
Jonas Stein
· 2
Michael Kölle
· 2
Philipp J. Altmann
· 2
C\'eline Davignon
· 1
Gerhard Stenzel
· 1
Jonas N\"u{\ss}lein
· 1
Topics
Policy Gradient
Safe RL
Model-Based RL
Multi-Agent
Value-Based
Game AI
Meta-RL
Exploration
Offline RL