Understanding the impact of entropy on policy optimization

Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi +1

Entropy regularization is commonly used to improve policy optimization in reinforcement learning. It is believed to help with \emph{exploration} by encouraging the selection of mor…