Data-Driven Chance Constrained Control using Kernel Distribution Embeddings

Adam J. Thorpe, Thomas Lew, Meeko Oishi, Marco Pavone

Abstract: We present a data-driven algorithm for efficiently computing stochastic control policies for general joint chance constrained optimal control problems. Our approach leverages the theory of kernel d...