Skip to Main content
Number of documents

8

Laurent CORDIER


Lionel Mathelin   

Journal articles1 document

  • 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⟩

Conference papers6 documents

  • 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, 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, 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-oriented model learning with a recurrent neural network. 71st Annual APS/DFD Meeting, Nov 2018, Atlanta, United States. ⟨hal-02411907⟩
  • C. Pivot, Laurent Cordier, Lionel Mathelin, F. Guéniat, Bernd R. Noack. A continuous reinforcement learning strategy for closed-loop control in fluid dynamics. Applied Aerodynamics Conference, Jun 2018, Denver, United States. ⟨hal-01856254⟩

Preprints, Working Papers, ...1 document

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