41 citations · 146 across the 24 of their papers we have counts for
6 papers · 1 filter
Reliably-stabilizing piecewise-affine neural network controllers
Filippo Fabiani, Paul J. Goulart
A common problem affecting neural network (NN) approximations of model predictive control (MPC) policies is the lack of analytical tools to assess the stability of the closed-loop…
Learning equilibria with personalized incentives in a class of nonmonotone games
Filippo Fabiani, Andrea Simonetto, Paul J. Goulart
We consider quadratic, nonmonotone generalized Nash equilibrium problems with symmetric interactions among the agents. Albeit this class of games is known to admit a potential func…
Asymptotic Incidence Rate estimation of SARS-COVID-19 via a Polya process scheme: a comparative analysis in Italy and European Countries
Filippo Carone Fabiani
During an ongoing epidemic, especially in the case of a new agent, data are partial and sparse, also affected by external factors as for example climatic effects or preparedness an…
Pursuing robust decisions in uncertain traffic equilibrium problems
Filippo Fabiani
We evaluate the robustness of agents' traffic equilibria in randomized routing games characterized by an uncertain network demand with a possibly unknown probability distribution.…
Extremum seeking control of a class of constrained nonlinear systems
Shuai Yuan, Filippo Fabiani, Simone Baldi
This paper studies the extremum seeking control (ESC) problem for a class of constrained nonlinear systems. Specifically, we focus on a family of constraints allowing to reformulat…
Probabilistic stabilizability certificates for a class of black-box linear systems
Filippo Fabiani, Kostas Margellos, Paul J. Goulart
We provide out-of-sample certificates on the controlled invariance property of a given set with respect to a class of black-box linear systems. Specifically, we consider linear tim…