Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning

Augustine N. Mavor-Parker, Matthew J. Sargent, Caswell Barry +2

Periodic activation functions, often referred to as learned Fourier features have been widely demonstrated to improve sample efficiency and stability in a variety of deep RL algori…