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Saurabh Kumar

12 papers hereh-index 113k citations14 works total

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

author position
  • first author4
  • middle author8

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

fields
  • cs.LG7
  • cs.AI4
  • stat.ML1
same name
  • Saurabh Kumar — 7 papers, h 6
  • Saurabh Kumar — 7 papers, h 5
  • Saurabh Kumar — 4 papers, h 3
  • Saurabh Kumar — 4 papers, h 4
  • Saurabh Kumar — 2 papers, h 8
  • Saurabh Kumar — 2 papers, 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
20172023
most citedDopamine: A Research Framework for Deep Reinforcement Learning

172 citations · 431 across the 12 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

A Parametric Class of Approximate Gradient Updates for Policy Optimization

Ramki Gummadi, Saurabh Kumar, Junfeng Wen +1

Approaches to policy optimization have been motivated from diverse principles, based on how the parametric model is interpreted (e.g. value versus policy representation) or how the…

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