Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning. - David Bertoin; Adil Zouitine; Mehdi Zouitine; Emmanuel Rachelson (NeurIPS, 2022)

Look where you look! Saliency-guided Q-networks for visual RL tasks. - David Bertoin; Adil Zouitine; Mehdi Zouitine; Emmanuel Rachelson (CoRR, 2022)

Learning Heuristics for Combinatorial Optimization Problems on K-Partite Hypergraphs. - Mehdi Zouitine; Ahmad Berjaoui; Agnès Lagnoux; Clément Pellegrini; Emmanuel Rachelson (CPAIOR (2), 2024)

The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach. - David Bertoin; Eduardo Hugo Sanchez; Mehdi Zouitine; Emmanuel Rachelson (CoRR, 2024)