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Aviral Kumar

59 papers hereh-index 4615.3k citations83 works total

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

author position
  • first author13
  • middle author35
  • last author11

Across the 59 of 59 papers where every author was matched, so the position is known.

fields
  • cs.LG49
  • cs.RO7
  • cs.AI1
  • cs.AR1
  • cs.LO1
same name
  • Aviral Kumar — 12 papers, h 7
  • Aviral Kumar — 9 papers, h 6
  • Aviral Kumar — 6 papers, h 3
  • Aviral Kumar — 5 papers, h 4
  • Aviral Kumar — 3 papers, h 4
  • Aviral Kumar — 2 papers, h 6

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
20172026
most citedOffline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

790 citations · 2.7k across the 58 of their papers we have counts for

collaborators
Showing cs.ARShow all

1 paper · 1 filter

cs.AR2021★ 2 cited

Data-Driven Offline Optimization For Architecting Hardware Accelerators

Aviral Kumar, Amir Yazdanbakhsh, Milad Hashemi +2

Industry has gradually moved towards application-specific hardware accelerators in order to attain higher efficiency. While such a paradigm shift is already starting to show promis…

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