arXiv Machine Learning
Jun 29

PAC-Bayesian Certificates for Quadratic Closed-Loop Control

arXiv:2606. 28281v1 Announce Type: cross Abstract: PAC-Bayesian bounds provide finite-sample guarantees for data-dependent randomized predictors, but applying them to learning-based control is difficult because the natural objective is a quadratic trajectory cost.

By Domagoj Herceg