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

Ali Bouland, Shengyuan Niu, Sai Tej Paruchuri +3

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