Awesome Computer Vision
📄
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 · Computer Vision
← authors
·
overview
Michal Valko
5
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
Language Generation with Replay: A Learning-Theoretic View of Model Collapse
2026
Nash Learning from Human Feedback
2023
Topics
Value-Based
Exploration
Policy Gradient
RLHF & Alignment
Offline RL
Memory
Evaluation
Safety
Model-Based RL
Reinforcement Learning