Applications of Reinforcement Learning

Abstract

Five relatively recent applications of reinforcement learning methods are described. These examples were chosen to illustrate a diversity of application types, the engineering needed to build applications, and most importantly, the impressive results that these methods are able to achieve. This paper is based on a case-study chapter of the forthcoming second edition of Sutton and Barto's 1998 book "Reinforcement Learning: An Introduction" [7].