Universal Learning of Nonlinear Dynamics

Evan Dogariu, Anand Brahmbhatt, Elad Hazan

We study the fundamental problem of one-step prediction of a marginally stable unknown nonlinear dynamical system. We describe an algorithm for this problem, based on the technique…