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researcher

Marin Toromanoff

8 papers hereh-index 7726 citations11 works total

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

author position
  • first author3
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.RO3
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedIs Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field

19 citations · 20 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Multiple-Frequencies Population-Based Training

Waël Doulazmi, Auguste Lehuger, Marin Toromanoff +3

Reinforcement Learning's high sensitivity to hyperparameters is a source of instability and inefficiency, creating significant challenges for practitioners. Hyperparameter Optimiza…

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