React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN

Nicholas H. Barbara, Ruigang Wang, Alexandre Megretski +1

We study parameterizations of stabilizing nonlinear policies for learning-based control. We propose a structure based on a nonlinear version of the Youla-Kucera parameterization co…