Residual Sarsa algorithm with function approximation

Abstract

In this work, we proposed an efficient algorithm named the residual Sarsa algorithm with function approximation (FARS) to improve the performance of the traditional Sarsa algorithm, and we use the gradient-descent method to update the function parameter vector. In the learning process, the Bellman residual method is adopted to guarantee the convergence of… (More)
DOI: 10.1007/s10586-017-1303-8

Topics

10 Figures and Tables

Slides referencing similar topics