Fourier Policy Gradients

Matthew Fellows, Kamil Ciosek, Shimon Whiteson

Abstract: We propose a new way of deriving policy gradient updates for reinforcement learning. Our technique, based on Fourier analysis, recasts integrals that arise with expected policy gradients as convolu...