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researcher

K. Arulkumaran

23 papers hereh-index 169.1k citations37 works total

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

author position
  • first author5
  • middle author18

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.AI4
  • cs.NE4
  • cs.CV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGenerative Adversarial Networks: An Overview

4.6k citations · 10k across the 22 of their papers we have counts for

collaborators
Showing 2016 · cs.AIShow all

1 paper · 2 filters

cs.AI2016★ 145 cited

Towards Deep Symbolic Reinforcement Learning

Marta Garnelo, Kai Arulkumaran, Murray Shanahan

Deep reinforcement learning (DRL) brings the power of deep neural networks to bear on the generic task of trial-and-error learning, and its effectiveness has been convincingly demo…

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