Using Echo State Networks to Approximate Value Functions for Control

Allen G. Hart, Kevin R. Olding, A. M. G. Cox +2

An Echo State Network (ESN) is a type of single-layer recurrent neural network with randomly-chosen internal weights and a trainable output layer. We prove under mild conditions th…