Numerical influence of ReLU'(0) on backpropagation. - David Bertoin; Jérôme Bolte; Sébastien Gerchinovitz; Edouard Pauwels (NeurIPS, 2021)

Local Feature Swapping for Generalization in Reinforcement Learning. - David Bertoin; Emmanuel Rachelson (ICLR, 2022)

Autonomous Drone Interception with Reinforcement Learning. - Adrien Gauffriau; Damien Grasset; David Bertoin; Jayant Sen Gupta (ATT@IJCAI, 2022)

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)

Time-Constrained Robust MDPs. - Adil Zouitine; David Bertoin; Pierre Clavier; Matthieu Geist; Emmanuel Rachelson (NeurIPS, 2024)

RRLS : Robust Reinforcement Learning Suite. - Adil Zouitine; David Bertoin; Pierre Clavier; Matthieu Geist; Emmanuel Rachelson (CoRR, 2024)

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

Disentanglement by Cyclic Reconstruction. - David Bertoin; Emmanuel Rachelson (IEEE Trans. Neural Networks Learn. Syst., 2024)