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
Finn Rietz — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Finn Rietz
9
papers ·
0
citations ·
2
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Progress Constraints for Reinforcement Learning in Behavior Trees
2026
APC-RL: Exceeding Data-Driven Behavior Priors with Adaptive Policy Composition
2026
Prompt Tuning Decision Transformers with Structured and Scalable Bandits
2025
Prompt-Tuning Bandits: Enabling Few-Shot Generalization for Efficient Multi-Task Offline RL
2025
Towards Task-Prioritized Policy Composition
2022
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning
2023
Diversity for Contingency: Learning Diverse Behaviors for Efficient Adaptation and Transfer
2023
Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies
2024
Top co-authors
Erik Schaffernicht
· 3
Johannes A. Stork
· 3
Johannes Andreas Stork
· 2
Lele Cao
· 2
Oleg Smirnov
· 2
Sara Karimi
· 2
Stefan Heinrich
· 2
and Johannes A. Stork
· 1
Mart Karta\v{s}ev
· 1
Pedro Zuidberg Dos Martires
· 1
Petter \"Ogren
· 1
Todor Stoyanov
· 1
Topics
Meta-RL
Offline RL
cs.AI
Model-Based RL
Exploration
Safe RL
cs.LG
Policy Gradient
Value-Based