DATA and LEARNING for CONTROL
http://www.gipsa-lab.fr/summerschool/auto2021
Speakers
Mazen ALAMIR (CNRS, Grenoble): Learning against uncertainties
Teodoro ALAMO (Seville, Spain): Uncertainty quantification for kernel predictive models
Lucian BUSONIU (TU Cluj-Napoca, Romania): Reinforcement learning: Introduction to the basics and application to a communicating mobile robot
Claudio DE PERSIS (Groningen, NL): Learning control from data: linear and nonlinear systems
Milan KORDA (CNRS, Toulouse, France): Introduction to the Koopman operator approach for data-driven analysis and control of nonlinear systems
Fabio PASQUALETTI (UC Riverside, USA): Performance and robustness guarantees for data-driven control of complex networks
Melanie ZEILINGER (ETH Zurich, CH): Safety filters for learning-based control
