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researcher

A. Naumov

32 papers hereh-index 211k citations56 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author28
  • last author1

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • math.PR16
  • stat.ML8
  • math.ST5
  • math.OC2
  • math.NA1
same name
  • A. Naumov — 10 papers, h 21
  • A. Naumov — 6 papers, h 25
  • A. Naumov — 3 papers, h 2
  • A. Naumov — 2 papers, h 4
  • A. Naumov — 1 paper, h 4
  • A. Naumov — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedFinite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise

26 citations · 134 across the 27 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Fast Rates for Maximum Entropy Exploration

Daniil Tiapkin, Denis Belomestny, Daniele Calandriello +7

We address the challenge of exploration in reinforcement learning (RL) when the agent operates in an unknown environment with sparse or no rewards. In this work, we study the maxim…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.