Controlled Invariant Sets for Gaussian Process State Space Models

Paul Griffioen, Bingzhuo Zhong, Murat Arcak +2

We compute probabilistic controlled invariant sets for nonlinear systems using Gaussian process state space models, which are data-driven models that account for unmodeled and unkn…