Description
Abstract: The concept of generalization in the context of deep reinforcement learning will be explained along with the different elements that can be used to improve generalization. The key role of representation learning for improved generalization and interpretability will then be shown. Finally, the role of representation learning for exploration and transfer learning will also be discussed.
