Learning switched non-linear dynamical systems from a single trajectory

Sunny G. W. Wang, Hemant Tyagi

We study empirical risk minimization for learning non-linear dynamical systems whose transition dynamics may switch over time. Under stability assumptions, and i.i.d switching over…