Home » Teams » MLIA » Lucas Schott

  • Lucas Schott

  • Doctorant
  • Équipe: MLIA
  • Bureau: 26-00/534
  • Email: lucas.schott@isir.upmc.fr

Publications

  • Lucas Schott, Elies Gherbi, Hatem Hajri, Sylvain Lamprier. Ensemble et Fusion d'Agents RL pour la Robustesse aux Attaques Adverses. Conférence sur l’Apprentissage automatique (CAp), Jun 2025, Dijon, France. ⟨hal-05071249⟩
    [ HTTP ]
  • Lucas Schott, Joséphine Delas, Hatem Hajri, Elies Gherbi, Reda Yaich, et al.. Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey. 2024. ⟨hal-04521876v2⟩
    [ HTTP | PDF ]
  • Lucas Schott, Hatem Hajri, Sylvain Lamprier. Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network. 2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892901⟩. ⟨hal-03797085⟩
    [ HTTP | PDF ]
  • Hatem Hajri, Manon Cesaire, Lucas Schott, Sylvain Lamprier, Patrick Gallinari. Neural Adversarial Attacks with Random Noises. International Journal on Artificial Intelligence Tools, 2022, ⟨10.1142/S0218213023600102⟩. ⟨hal-03878176⟩
    [ HTTP | PDF ]