Summary:  In the first part of this series we described the basics of Reinforcement Learning (RL).  In this article we describe how deep learning is augmenting RL and a variety of challenges and considerations that need to be addressed in each implementation.   In the first part of this series, Understanding Basic RL Models we described the basics of how reinforcement learning (RL) models are con…