3 papers
Imitation Learning with Safety and L2 Stability Certificates for Boundary Control of Reaction-Diffusion PDEs
Paulo Henrique Foganholo Biazetto, Mirko Fiacchini, Christophe Prieur +1
This paper proposes an imitation learning (IL) framework for synthesizing neural network (NN) controllers that achieve boundary stabilization of systems governed by reaction-diffus…
Extremum-Seeking Boundary Control for Schrödinger-Type PDEs
Paulo Henrique Foganholo Biazetto, Gustavo Artur de Andrade, Tiago Roux Oliveira +1
This paper addresses the design and analysis of an extremum-seeking (ES) controller for scalar static maps in the context of infinite-dimensional dynamics governed by complex-value…
Extremum Seeking Boundary Control for Euler-Bernoulli Beam PDEs
Paulo H. F. Biazetto, Gustavo A. de Andrade, Tiago Roux Oliveira +1
This paper presents the design and analysis of an extremum seeking (ES) controller for scalar static maps in the context of infinite-dimensional dynamics governed by the 1D Euler-B…