Reinforcement learning (RL) is an increasingly popular area of machine learning (ML) research and has wide-ranging applications. RL is a type of ML that uses feedback from its environment in order to teach itself how to complete a goal or solve a problem. This article will introduce the basics of reinforcement learning, look at the various algorithms and technologies, discuss the many benefits, address some of the challenges, and provide examples of applications.