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Sergey Samsonov — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sergey Samsonov
13
papers ·
18
citations ·
4
h-index
National Research University Higher School of Economics
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Semantic Scholar ↗
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Most-cited papers
On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning
2021 · 5 citations
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses
2022 · 3 citations
Statistical analysis of Inverse Entropy-regularized Reinforcement Learning
2025
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
2024
UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms
2021
Top co-authors
Alexey Naumov
· 4
Denis Belomestny
· 3
Daniil Tiapkin
· 2
Eric Moulines
· 2
Alain Durmus
· 1
Hoi-To Wai
· 1
Ilya Levin
· 1
Michal Valko
· 1
Nikita Morozov
· 1
Pierre Menard
· 1
Timofei Gritsaev
· 1
Yunhao Tang
· 1
Topics
Value-Based
Exploration
stat.ML
cs.LG
math.ST
stat.TH
Model-Based RL
Policy Gradient
RLHF & Alignment