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 - Softcover

Jorge Palacios

Softcover

ISBN 10: 178355357X ISBN 13: 9781783553570

Publisher: Packt Publishing, 2016

Synopsis

Build and customize a wide range of powerful Unity AI Systems with over 70 hands on recipes and techniques

About This Book

• Empower your agent with decision making capabilities using advanced minimaxing and Negamaxing techniques
• Discover how AI can be applied to a wide range of games to make them more interactive.
• Instigate vision and hearing abilities in your agent through collider based and graph based systems

Who This Book Is For

This book is intended for those who already have a basic knowledge of Unity and are eager to get more tools under their belt to solve AI and gameplay-related problems.

What You Will Learn

• Use techniques such as A*and A*mbush to empower your agents with path finding capabilities.
• Create a representation of the world and make agents navigate it
• Construct decision-making systems to make the agents take different actions
• Make different agents coordinate actions and create the illusion of technical behavior
• Simulate senses and apply them in an awareness system
• Design and implement AI in board games such as Tic-Tac-Toe and Checkers
• Implement efficient prediction mechanism in your agents with algorithms such as N-Gram predictor and naive Bayes classifier
• Understand and analyze how the influence maps work.

In Detail

Unity 5 comes fully packaged with a toolbox of powerful features to help game and app developers create and implement powerful game AI. Leveraging these tools via Unity's API or built-in features allows limitless possibilities when it comes to creating your game's worlds and characters. This practical Cookbook covers both essential and niche techniques to help you be able to do that and more.

This Cookbook is engineered as your one-stop reference to take your game AI programming to the next level. Get to grips with the essential building blocks of working with an agent, programming movement and navigation in a game environment, and improving your agent's decision making and coordination mechanisms - all through hands-on examples using easily customizable techniques. Discover how to emulate vision and hearing capabilities for your agent, for natural and humanlike AI behaviour, and improve them with the help of graphs. Empower your AI with decision-making functions through programming simple board games such as Tic-Tac-Toe and Checkers, and orchestrate agent coordination to get your AIs working together as one.

About this title

About the Author

Jorge Palacios

Jorge Palacios is a software developer with seven years of professional experience. He has committed the last four years to game development working in various positions; from tool developer, to lead programmer. His main focus is AI and gameplay programming, and currently he works with Unity and HTML5. He's also a game development instructor, speaker, and game jam organizer. You can find more about him on http://jorge.palacios.co

Edition details

• Publisher: Packt Publishing
• Publication date: 2016
• Language: English
• ISBN 10: 178355357X
• ISBN 13: 9781783553570
• Binding: Paperback
• Number of pages: 228