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M. Shanahan

33 papers hereh-index 5011.9k citations178 works total

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

author position
  • sole author4
  • first author4
  • middle author13
  • last author12

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.AI7
  • cs.CL3
  • q-bio.NC3
  • cs.CV2
  • physics.bio-ph2
same name
  • M. Shanahan — 1 paper, 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
20082026
most citedDeep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

498 citations · 1.8k across the 31 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.