A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search. - Yesmina Jaâfra; Jean Luc Laurent; Aline Deruyver; Mohamed Saber Naceur (CoRR, 2018)

Robust Reinforcement Learning for Autonomous Driving. - Yesmina Jaâfra; Jean Luc Laurent; Aline Deruyver; Mohamed Saber Naceur (DeepRLStructPred@ICLR, 2019)

Context-Aware Autonomous Driving Using Meta-Reinforcement Learning. - Yesmina Jaâfra; Aline Deruyver; Jean Luc Laurent; Mohamed Saber Naceur (ICMLA, 2019)

Reinforcement learning for neural architecture search: A review. - Yesmina Jaâfra; Jean Luc Laurent; Aline Deruyver; Mohamed Saber Naceur (Image Vis. Comput., 2019)

Méta-apprentissage par renforcement pour le contrôle adaptatif. (Meta-reinforcement learning for adaptive control). - Yesmina Jaâfra (2020)

Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. - Faouzi Adjed; Mallek Mziou-Sallami; Frédéric Pelliccia; Mehdi Rezzoug; Lucas Schott; Christophe Bohn; Yesmina Jaâfra (Neural Comput. Appl., 2022)