What Is Deep Reinforcement Learning?

Along with unsupervised machine learning and supervised learning, another common form of AI creation is reinforcement learning. Beyond regular reinforcement learning, deep reinforcement learning can lead to astonishingly impressive results, thanks to the fact that it combines the best aspects of both deep learning and reinforcement learning. Let's take a look at precisely how deep reinforcement learning operates. Note that this article won't delve too deeply into the formulas used in deep reinforcement learning, rather it aims to give the reader a high level intution for how the process works. Before we dive into deep reinforcement learning, it might be a good idea to refresh ourselves on how regular reinforcement learning works.