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

Language: English

Published by Apress, 2023

1484289978 / 9781484289976

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Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | 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 LearnUnderstand machine learning, its history, capabilities, and expected progressionGives a step-by-step guide to creating your first AIPresents challenges of varying difficulty, along with tips to reinforce concepts coveredBroad concepts within AIWho Is This Book ForTthose 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.…

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Title
Introduction to Unity ML-Agents : Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package
Author
Dylan Engelbrecht
Publisher
Apress
Publication year
2023
Condition
Hervorragend
Binding
Soft cover
Language
English
ISBN 10
1484289978
ISBN 13
9781484289976
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Buchpark

Trebbin, Germany

5-star seller

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