François-Xavier Devailly

Statistics

Publications

Citations

134

H-Index

Active since

2021

Affiliations

HEC Montréal(Current)

François-Xavier Devailly is an author at HEC Montréal specializing in reinforcement learning for signal control, traffic engineering, and markov decision processes.

ORCID

Publications per year

2021–2024

Publications

IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

François-Xavier Devailly, Denis Larocque, Laurent Charlin · IEEE Transactions on Intelligent Transportation Systems · 2021 · 106 citations · Full text

Computing, Autonomous Systems, Autonomous Vehicles +16

Improving the Generalizability and Robustness of Large-Scale Traffic Signal Control

Tianyu Shi, François-Xavier Devailly, Denis Larocque et al. · IEEE Open Journal of Intelligent Transportation Systems · 2023 · 16 citations · Full text

Computing, Autonomous Systems, Autonomous Vehicles +12

Model-Based Graph Reinforcement Learning for Inductive Traffic Signal Control

François-Xavier Devailly, Denis Larocque, Laurent Charlin · IEEE Open Journal of Intelligent Transportation Systems · 2024 · 12 citations · Full text

Engineering, Autonomous Systems, Machine Learning +16

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