Mohammad Mahmoudi Filabadi

A New Strategy for Incorporating Gaussian Process Dynamic Models into Stochastic Dynamic Programming

2025

This paper proposes a local solution method tailored to stochastic optimal control problems with Gaussian process (GP) representation of the dynamics leaning on the stochastic dynamic programming (DP) approach. We explore two methods—Fourier-Hermite DP (FHDP) …