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Unity 5.x Game AI Programming Cookbook

You're reading from Unity 5.x Game AI Programming Cookbook Build and customize a wide range of powerful Unity AI systems with over 70 hands-on recipes and techniques

Product type Paperback

Published in Mar 2016

Publisher Packt

ISBN-13 9781783553570

Length 278 pages

Edition 1st Edition

Tools

Unity

Concepts

Game Artificial Intelligence

Authors (2):

Jorge Palacios

Jorge Elieser P Garrido

View More author details

Table of Contents (10) Chapters

Preface

1. Behaviors – Intelligent Movement FREE CHAPTER

2. Navigation

3. Decision Making

4. Coordination and Tactics

5. Agent Awareness

6. Board Games AI

7. Learning Techniques

8. Miscellaneous

Index

Chapter 7. Learning Techniques

In this chapter, we will explore the world of machine learning through the following topics:

Predicting actions with an N-Gram predictor
Improving the predictor: Hierarchical N-Gram
Learning to use a Naïve Bayes classifier
Learning to use decision trees
Learning to use reinforcement
Learning to use artificial neural networks

The rest of the chapter is locked

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Authors (2)

Jorge Elieser P Garrido

Jorge Elieser P Garrido

See other products by Jorge Elieser P Garrido

Jorge Palacios

Jorge Palacios

Jorge Palacios is a software and game developer with a BS in computer science and eight years of professional experience. He's been developing games for the last five years in different roles, from tool developer to lead programmer. Mainly focused on artificial intelligence and gameplay programming, he is currently working with Unity and HTML5. He's also a game-programming instructor, speaker, and game-jam organizer.

See other products by Jorge Palacios

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