Optimal Neuron Selection: NK Echo State Networks for Reinforcement Learning

Darrell Whitley, Renato Tinós, Francisco Chicano

This paper introduces the NK Echo State Network. The problem of learning in the NK Echo State Network is reduced to the problem of optimizing a special form of a Spin Glass Problem…