Machine Learning Solutions

Basic Atari gaming bot

In this chapter, we are trying a hands-on approach to building some basic gaming bots. We are choosing some famous Atari games that nearly everybody has played at some point in their lives. We choose Atari games because we know how to play them, and that makes our life easy because we can understand what kind of action our bot should perform in order to get better over a period of time.

In this section, we are building our own game. This game is simple, so we can look at how we can apply the Q-Learning algorithms. Here, we will be designing the game world on our own. Let's begin!

Understanding the key concepts

In this section, we will be looking at a lot of important aspects that will help us while coding, so here, we will ...