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Ivan Oseledets — most-cited papers & profile · Reinforcement Learning
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overview
Ivan Oseledets
26
papers ·
35
citations ·
41
h-index
Skolkovo Institute of Science and Technology · American Xtal Technology (United States) · Inception Institute of Artificial Intelligence · Artificial Intelligence in Medicine (Canada) · AIRI - Artificial Intelligence Research Institute
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Most-cited papers
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
2022 · 9 citations
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
2025
Listener-Rewarded Thinking in VLMs for Image Preferences
2025
Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics
2019
Top co-authors
Roman Schutski
· 2
Alexander Gambashidze
· 1
Alexander Zubrey
· 1
Andrei Chertkov
· 1
Andrey Galichin
· 1
Andrey Kuznetsov
· 1
Andrey Kuznetsov
· 1
Andrzej Cichocki
· 1
Anh-Huy Phan
· 1
Anton Gusarov
· 1
Konstantin Sobolev
· 1
Konstantin Sozykin
· 1
Topics
Model-Based RL
RLHF & Alignment
Meta-RL
Policy Gradient
Value-Based