Guidelines for Action Space Definition in Reinforcement Learning-Based Traffic Signal Control Systems. - Maxime Tréca; Julian Garbiso; Dominique Barth (ICAPS, 2020)

Fast Bootstrapping for Reinforcement Learning-Based Traffic Signal Control Systems Using Queueing Theory. - Maxime Tréca; Julian Garbiso; Dominique Barth; Mahdi Zargayouna (VTC Fall, 2020)

Designing traffic signal control systems using reinforcement learning. (Création de systèmes de contrôle de feux à l'aide de méthodes d'apprentissage par renforcement). - Maxime Tréca (2022)