Laurent CORDIER

Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Guillaume Wisniewski, Laurent Cordier, et al.. Control of chaotic systems by deep reinforcement learning. Proceedings of the Royal Society of London. Series A, Mathematical and physical sciences, Royal Society, The, In press, 475 (2231), pp.1-20. ⟨10.1098/rspa.2019.0351⟩. ⟨hal-02406677⟩

Thibaut Guégan, Michele Alessandro Bucci, Onofrio Semeraro, Laurent Cordier, Lionel Mathelin. Closed-loop control of complex systems using deep Reinforcement Learning. Euromech colloquium on Machine learning methods for turbulent separated flows, Jun 2021, Paris, France. ⟨hal-03451355⟩

Thibaut Guégan, Onofrio Semeraro, Michele A. Bucci, Laurent Cordier, Lionel Mathelin. Control by Deep Reinforcement Learning of a separated flow. 73rd Annual Meeting of the APS Division of Fluid Dynamics, Nov 2020, Chicago, United States. ⟨hal-03088845⟩

Michele Alessandro Bucci, Onofrio Semeraro, Lionel Mathelin, Laurent Cordier, Alexandre Allauzen, et al.. Nonlinear optimal control using deep reinforcement learning. IUTAM Symposium on Laminar-Turbulent Transition, Sep 2019, London, United Kingdom. ⟨hal-02411768⟩

Michele Alessandro Bucci, Alexandre Allauzen, Laurent Cordier, Lionel Mathelin, Onofrio Semeraro, et al.. Apprentissage d’un modèle dynamique chaotique par un LSTM. Conférence sur l’Apprentissage automatique (CAp), Jul 2019, Toulouse, France. ⟨hal-02412444⟩

Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Laurent Cordier, Guillaume Wisniewski, et al.. Control of a chaotic dynamical system with a Deep Reinforcement Learning approach. 90th GAMM Annual Meeting, Feb 2019, Vienna, Austria. ⟨hal-02411514⟩

Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Laurent Cordier, Guillaume Wisniewski, et al.. Control-oriented model learning with a recurrent neural network. 71st Annual APS/DFD Meeting, Nov 2018, Atlanta, United States. ⟨hal-02411907⟩

Michele Alessandro Bucci, Onofrio Semeraro, Alexandre Allauzen, Guillaume Wisniewski, Laurent Cordier, et al.. Control of chaotic systems by Deep Reinforcement Learning. 2019. ⟨hal-02411475⟩