MultiObjPolicy-RBF Analysis Kit: Exploring Radial Basis Functions for Multiobjective Policy Optimization

Abstract

<p>Code to perform the analysis and explore different radial basis functions as global approximators when using evolutionary multiobjective direct policy search. This analysis toolkit is explored in two different case studies, the Susquehanna River Basin to find optimal reservoir release policies for 6 objectives, and for the Lake Problem, to find an optimal emissions policy optimized for 4 objectives.</p&gt