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Maximilien Germain

EDF R&D

9 papers hereh-index 9385 citations11 works total

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

author position
  • first author6
  • middle author2
  • last author1

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

fields
  • math.OC6
  • math.AP1
  • math.PR1
  • stat.ML1
affiliations
  • EDF R&D
  • Université de Paris
  • LPSM

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedA numerical scheme for stochastic differential equations with distributional drift

18 citations · 37 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023★ 2 cited

Actor-Critic learning for mean-field control in continuous time

Noufel Frikha, Maximilien Germain, Mathieu Laurière +2

We study policy gradient for mean-field control in continuous time in a reinforcement learning setting. By considering randomised policies with entropy regularisation, we derive a…

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