Actor-critic versus direct policy search: a comparison based on sample complexity

Arnaud de Froissard de Broissia, Olivier Sigaud

Sample efficiency is a critical property when optimizing policy parameters for the controller of a robot. In this paper, we evaluate two state-of-the-art policy optimization algori…