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researcher

Denis Larocque

10 papers hereh-index 232.2k citations82 works total

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

author position
  • middle author10

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

fields
  • stat.ME4
  • cs.LG3
  • math.ST1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedIG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

112 citations · 162 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ME2022

Covariance regression with random forests

Cansu Alakus, Denis Larocque, Aurelie Labbe

Capturing the conditional covariances or correlations among the elements of a multivariate response vector based on covariates is important to various fields including neuroscience…

cs.LG2022★ 2 cited

Model-based graph reinforcement learning for inductive traffic signal control

François-Xavier Devailly, Denis Larocque, Laurent Charlin

Most reinforcement learning methods for adaptive-traffic-signal-control require training from scratch to be applied on any new intersection or after any modification to the road ne…

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