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R. Kumar

11 papers hereh-index 8466 citations13 works total

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

author position
  • first author6
  • middle author1
  • last author4

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CY4
  • cs.CR3
  • cs.LG3
  • quant-ph1
same name
  • R. Kumar — 144 papers, h 29
  • R. Kumar — 130 papers, h 58
  • R. Kumar — 112 papers
  • R. Kumar — 82 papers
  • R. Kumar — 50 papers, h 61
  • R. Kumar — 29 papers, h 22

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 citedAdversarial Machine Learning -- Industry Perspectives

49 citations · 116 across the 9 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022

Boosting Exploration in Multi-Task Reinforcement Learning using Adversarial Networks

Ramnath Kumar, Tristan Deleu, Yoshua Bengio

Advancements in reinforcement learning (RL) have been remarkable in recent years. However, the limitations of traditional training methods have become increasingly evident, particu…

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