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
Michal Valko — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Michal Valko
24
papers ·
46
citations ·
26
h-index
Institut national de recherche en sciences et technologies du numérique · University of Pittsburgh · Université de Lille · Google DeepMind (United Kingdom) · Catholic University in Ruzomberok
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Episodic Reinforcement Learning in Finite MDPs: Minimax Lower Bounds Revisited
2020 · 23 citations
RL-finetuning LLMs from on- and off-policy data with a single algorithm
2025 · 13 citations
UCB Momentum Q-learning: Correcting the bias without forgetting
2021 · 10 citations
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity
2020
Top co-authors
Omar Darwiche Domingues
· 2
Pierre M\'enard
· 2
Anders Jonsson
· 1
David W. Zhang
· 1
Edouard Leurent
· 1
Emilie Kaufmann
· 1
Emilie Kaufmann
· 1
Omar Darwiche Domingues
· 1
Pierre Menard
· 1
R\'emi Munos
· 1
Taco Cohen
· 1
Xuedong Shang
· 1
Topics
Exploration
cs.LG
Uncategorized