David Bertoin

According to our database, David Bertoin authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Disentanglement by Cyclic Reconstruction.

David Bertoin, Emmanuel Rachelson

IEEE Trans. Neural Networks Learn. Syst., May, 2024

The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach.

David Bertoin, Eduardo Hugo Sanchez, Mehdi Zouitine, Emmanuel Rachelson

CoRR, 2024

RRLS : Robust Reinforcement Learning Suite.

Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

CoRR, 2024

Time-Constrained Robust MDPs.

Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Look where you look! Saliency-guided Q-networks for visual RL tasks.

David Bertoin, Adil Zouitine, Mehdi Zouitine, Emmanuel Rachelson

CoRR, 2022

Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning.

David Bertoin, Adil Zouitine, Mehdi Zouitine, Emmanuel Rachelson

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Autonomous Drone Interception with Reinforcement Learning.

Adrien Gauffriau, Damien Grasset, David Bertoin, Jayant Sen Gupta

Proceedings of the Twelfth International Workshop on Agents in Traffic and Transportation co-located with the the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Local Feature Swapping for Generalization in Reinforcement Learning.

David Bertoin, Emmanuel Rachelson

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Numerical influence of ReLU'(0) on backpropagation.

David Bertoin, Jérôme Bolte, Sébastien Gerchinovitz, Edouard Pauwels

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021