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researcher

Avi Singh

10 papers hereh-index 162.9k citations23 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.RO3
same name
  • Avi Singh — 4 papers, h 5
  • Avi Singh — 2 papers

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 citedCOG: Connecting New Skills to Past Experience with Offline Reinforcement Learning

38 citations · 122 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 31 cited

End-to-End Robotic Reinforcement Learning without Reward Engineering

Avi Singh, Larry Yang, Kristian Hartikainen +2

The combination of deep neural network models and reinforcement learning algorithms can make it possible to learn policies for robotic behaviors that directly read in raw sensory i…

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