Data-Driven Stochastic Optimal Control in Reproducing Kernel Hilbert Spaces

Nicolas Hoischen, Petar Bevanda, Stefan Sosnowski +2

This paper proposes a fully data-driven approach for optimal control of nonlinear control-affine systems represented by a stochastic diffusion. The focus is on the scenario where b…