Evaluating Robustness over High Level Driving Instruction for Autonomous Driving. - Florence Carton; David Filliat; Jaonary Rabarisoa; Quoc Cuong Pham (IV, 2021)

Using Semantic Information to Improve Generalization of Reinforcement Learning Policies for Autonomous Driving. - Florence Carton; David Filliat; Jaonary Rabarisoa; Quoc Cuong Pham (WACV (Workshops), 2021)

Exploration of reinforcement learning algorithms for autonomous vehicle visual perception and control. (Exploration des algorithmes d'apprentissage par renforcement pour la perception et le controle d'un véhicule autonome par vision). - Florence Carton (2021)

Double InfoGAN for Contrastive Analysis. - Florence Carton; Robin Louiset; Pietro Gori (AISTATS, 2024)

How to craft a deep reinforcement learning policy for wind farm flow control. - Elie Kadoche; Pascal Bianchi; Florence Carton; Philippe Ciblat; Damien Ernst (CoRR, 2025)