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M. Simchowitz

12 papers hereh-index 10555 citations18 works total

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

author position
  • sole author1
  • first author3
  • middle author7
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedApproximate Ranking from Pairwise Comparisons

7 citations · 11 across the 4 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019

Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs

Max Simchowitz, Kevin Jamieson

This paper establishes that optimistic algorithms attain gap-dependent and non-asymptotic logarithmic regret for episodic MDPs. In contrast to prior work, our bounds do not suffer…

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