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researcher

Timothy A. Mann

DeepMind

21 papers hereh-index 223.4k citations54 works total

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

author position
  • first author1
  • middle author12
  • last author5

Across the 18 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • stat.ML5
  • cs.AI2
  • cs.CV2
  • eess.IV1
affiliations
  • DeepMind
  • Google
Homepage

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedAn Alternative Surrogate Loss for PGD-based Adversarial Testing

51 citations · 103 across the 9 of their papers we have counts for

collaborators
Showing 2018 · cs.AIShow all

1 paper · 2 filters

cs.AI2018

Learning Robust Options

Daniel J. Mankowitz, Timothy A. Mann, Pierre-Luc Bacon +2

Robust reinforcement learning aims to produce policies that have strong guarantees even in the face of environments/transition models whose parameters have strong uncertainty. Exis…

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