Show Me the Data! On the Reproducibility of Policy Gradient Methods for Continuous Control

Abstract

Talk based on work with co-authors: Riashat Islam, Maziar Gomrokchi and Doina Precup. A brief discussion on some difficulties that students may encounter in reproducing modern policy gradient methods in continuous control tasks and best practices for writing papers on these methods.