Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package - Couverture souple

Engelbrecht, Dylan

 
9781484289976: Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package
Couverture souple
ISBN 10 : 1484289978 ISBN 13 : 9781484289976
Editeur : Apress, 2023

Synopsis

Demystify the creation of efficient AI systems using the model-based reinforcement learning Unity ML-Agents - a powerful bridge between the world of Unity and Python.

We will start with an introduction to the field of AI, then discuss the progression of AI and where we are today. We will follow this up with a discussion of moral and ethical considerations. You will then learn how to use the powerful machine learning tool and investigate different potential real-world use cases. We will examine how AI agents perceive the simulated world and how to use inputs, outputs, and rewards to train efficient and effective neural networks. Next, you'll learn how to use Unity ML-Agents and how to incorporate them into your game or product.

This book will thoroughly introduce you to ML-Agents in Unity and how to use them in your next project.

What You Will Learn

  • Understand machine learning, its history, capabilities, and expected progression

  • Gives a step-by-step guide to creating your first AI

  • Presents challenges of varying difficulty, along with tips to reinforce concepts covered

  • Broad concepts within AI

Who Is This Book For

Tthose interested in machine learning using Unity ML-Agents. To get the best out of this book, you should have a fundamental understanding of C#, some background in Python, and are well versed in Unity.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Dylan Engelbrecht is a Unity gameplay engineer and author of Building Multiplayer Games in Unity: Using Mirror Networking. He has extensive experience in both enterprise and commercial game development. With work showcased by invitation at Comic-Con Africa and rAge Expo, he has an exceptional understanding of all things Unity.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Apress
Date d'édition
2023
Langue
anglais
ISBN 10 
1484289978
ISBN 13 
9781484289976
Reliure
Broché
Numéro d'édition
1
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
Buchpark GmbH
gpsr@buchpark.de

Krügerweg 1
Trebbin
Brandenburg
14959
Allemagne

Autres éditions populaires du même titre

9781484289990: Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package

Edition présentée

ISBN 10 :  1484289994 ISBN 13 :  9781484289990
Editeur : Apress, 2023
Couverture souple