Rates of Convergence in Certain Native Spaces of Approximations used in Reinforcement Learning

no code implementations • 14 Sep 2023 • Ali Bouland, Shengyuan Niu, Sai Tej Paruchuri, Andrew Kurdila, John Burns, Eugenio Schuster

This paper studies convergence rates for some value function approximations that arise in a collection of reproducing kernel Hilbert spaces (RKHS) $H(\Omega)$.