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
Dominik Wojtczak — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dominik Wojtczak
6
papers ·
9
citations ·
16
h-index
University of Liverpool · Liverpool College
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Omega-Regular Objectives in Model-Free Reinforcement Learning
2018 · 6 citations
Model-free Reinforcement Learning for Branching Markov Decision Processes
2021 · 1 citations
Omega-Regular Reward Machines
2023 · 1 citations
Omega-Regular Decision Processes
2023 · 1 citations
Alternating Good-for-MDP Automata
2022
Recursive Reinforcement Learning
2022
Top co-authors
Ashutosh Trivedi
· 6
Ernst Moritz Hahn
· 6
Fabio Somenzi
· 6
Mateo Perez
· 6
Sven Schewe
· 6
Topics
Model-Based RL
Value-Based
Exploration
cs.DS
cs.GT
math.OC
Meta-RL