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researcher

François-Xavier Devailly

5 papers hereh-index 4149 citations8 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG5

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedIG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

112 citations · 118 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

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…

cs.LG2022★ 2 cited

RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis

Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta +3

This paper introduces a novel generative adversarial network (GAN) for synthesizing large-scale tabular databases which contain various features such as continuous, discrete, and b…

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