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 J. Ringstrom — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Thomas J. Ringstrom
3
papers ·
5
citations ·
3
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Goal Kernel Planning: Linearly-Solvable Non-Markovian Policies for Logical Tasks with Goal-Conditioned Options
2020 · 3 citations
Reward is not Necessary: How to Create a Modular & Compositional Self-Preserving Agent for Life-Long Learning
2022 · 2 citations
A Unified Theory of Compositionality, Modularity, and Interpretability in Markov Decision Processes
2025
Top co-authors
Alessandro Abate
· 1
Mohammadhosein Hasanbeig
· 1
Paul R. Schrater
· 1
Topics
Model-Based RL
Meta-RL
Safe RL
Value-Based
Exploration