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researcher

Nicolas Sonnerat

10 papers hereh-index 134.6k citations18 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI3
  • math.OC2
  • stat.ML1
same name
  • Nicolas Sonnerat — 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
20172025
most citedHuman-level performance in first-person multiplayer games with population-based deep reinforcement learning

693 citations · 928 across the 9 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 79 cited

SCAN: Learning Hierarchical Compositional Visual Concepts

Irina Higgins, Nicolas Sonnerat, Loic Matthey +7

The seemingly infinite diversity of the natural world arises from a relatively small set of coherent rules, such as the laws of physics or chemistry. We conjecture that these rules…

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