A Parametric Class of Approximate Gradient Updates for Policy Optimization

Ramki Gummadi, Saurabh Kumar, Junfeng Wen, Dale Schuurmans

Abstract: Approaches to policy optimization have been motivated from diverse principles, based on how the parametric model is interpreted (e.g. value versus policy representation) or how the learning objecti...