Kernel-Based Optimal Control: An Infinitesimal Generator Approach

Petar Bevanda, Nicolas Hoischen, Tobias Wittmann +3

This paper presents a novel operator-theoretic approach for optimal control of nonlinear stochastic systems within reproducing kernel Hilbert spaces. Our learning framework leverag…