Investigating Simple Object Representations in Model-Free Deep Reinforcement Learning

Guy Davidson, Brenden M. Lake

We explore the benefits of augmenting state-of-the-art model-free deep reinforcement algorithms with simple object representations. Following the Frostbite challenge posited by Lak…