Learning Linear Complementarity Systems

Wanxin Jin, Alp Aydinoglu, Mathew Halm, Michael Posa

Abstract: This paper investigates the learning, or system identification, of a class of piecewise-affine dynamical systems known as linear complementarity systems (LCSs). We propose a violation-based loss wh...