Increasing Entropy to Boost Policy Gradient Performance on Personalization Tasks

Andrew Starnes, Anton Dereventsov, Clayton Webster

In this effort, we consider the impact of regularization on the diversity of actions taken by policies generated from reinforcement learning agents trained using a policy gradient.…