François-Xavier Devailly

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Traffic Signal Control

Temporal Difference

Top Venues

IEEE Trans. Intell. Transp. Syst.

Pattern Recognit. Lett.

Publications

Tianyu Shi, François-Xavier Devailly, Denis Larocque, Laurent Charlin
Improving the generalizability and robustness of large-scale traffic signal control. CoRR (2023)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis. CoRR (2022)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
Model-based graph reinforcement learning for inductive traffic signal control. CoRR (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-discriminator GAN for tabular data synthesis. Pattern Recognit. Lett. 159 (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-Discriminator Class-Conditional Tabular GAN. CoRR (2021)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control. CoRR (2020)