Information-theoretic receding-horizon active learning of nonlinear dynamical systems

Juncal Arbelaiz, Anushri Arora, Jonathan W. Pillow

Accurately learning nonlinear dynamics from a finite-duration experiment requires the efficient collection of informative data. We address this challenge for stochastic controlled…