Time-Constrained Robust MDPs
Published in Neurips, 2024
(Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson)
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Publications
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach
Published in Arxiv, 2024
(Adil Zouitine, David Bertoin, Eduardo Hugo Sanchez, Mehdi Zouitine, Emmanuel Rachelson)
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RRLS : Robust Reinforcement Learning Suite
Published in Arxiv, 2024
(Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson)
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Look where you look! Saliency-guided Q-networks for visual RL tasks
Published in Neurips, 2022
(David Bertoin, Adil Zouitine, Mehdi Zouitine, Emmanuel Rachelson)
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Local Feature Swapping for Generalization in Reinforcement Learning
Published in ICLR, 2022
(David Bertoin, Emmanuel Rachelson)
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Autonomous drone interception with Deep Reinforcement Learning
Published in IJACI-ECAI 2022 Workshop: 12th International Workshop on Agents in Traffic and Transportation, 2022
(David Bertoin, Adrien Gauffriau, Damien Grasset, Jayant Sen Gupta)
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Disentanglement by Cyclic Reconstruction
Published in Preprint, 2021
(David Bertoin, Emmanuel Rachelson)
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Numerical influence of ReLU’(0) on backpropagation
Published in Neurips, 2021
(David Bertoin, Jérôme Bolte, Sébastien Gerchinovitz, Edouard Pauwels)
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