Path Integral Control by Reproducing Kernel Hilbert Space Embedding

Konrad Rawlik, Marc Toussaint, Sethu Vijayakumar

We present an embedding of stochastic optimal control problems, of the so called path integral form, into reproducing kernel Hilbert spaces. Using consistent, sample based estimate…