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Michal Valko — most-cited papers & profile · Robotics
← authors
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overview
Michal Valko
58
papers ·
72
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
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Most-cited papers
Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning
2026
Scale-free adaptive planning for deterministic dynamics & discounted rewards
2026
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity
2020
Fast active learning for pure exploration in reinforcement learning
2020
Improved Sample Complexity for Incremental Autonomous Exploration in MDPs
2020
BYOL-Explore: Exploration by Bootstrapped Prediction
2022
Top co-authors
Anders Jonsson
· 2
Edouard Leurent
· 2
Emilie Kaufmann
· 2
Jean-bastien Grill
· 2
Omar Darwiche Domingues
· 2
Pierre M\'enard
· 2
R\'emi Munos
· 2
Alaa Saade
· 1
Alessandro Lazaric
· 1
Bernardo Ávila Pires
· 1
Bilal Piot
· 1
Corentin Tallec
· 1
Topics
cs.LG
stat.ML
cs.AI