Reinforcement Learning: a Subtle Introduction

Reinforcement learning is a branch of Machine Learning and AI. It takes a very specific approach to creating models to do certain things. The objective of reinforcement learning is to teach a computer/machine to perform a certain task with a high degree of success. It is also important to note what reinforcement learning isn't. These models are artificial specific intelligence (ASIs), meaning they can only perform very specific tasks.