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Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning

You're reading from   Learn Unity ML-Agents ??? Fundamentals of Unity Machine Learning Incorporate new powerful ML algorithms such as Deep Reinforcement Learning for games

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781789138139
Length 204 pages
Edition 1st Edition
Languages
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Author (1):
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Micheal Lanham Micheal Lanham
Author Profile Icon Micheal Lanham
Micheal Lanham
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Preface

Machine learning (ML) has been described as the next technological wave to hit humankind, akin to that of electricity. While this is a big claim, we can make certain analogies between the two technologies. For one, you really don't need to understand the inner workings of electricity to use it, and in some ways that applies to ML and many of the more advanced concepts. If you wire up a light the wrong way, it won't work, or you could hurt yourself, and the same analogy applies to machine learning. You still need enough knowledge to call yourself an MLtician or ML practitioner (if you will), and it is the goal of this book to give you that depth of knowledge. Now, the area of ML is broad, so our focus in this book will be to use deep reinforcement learning (DRL) in the form of Unity ML-Agents. DRL is currently a hot topic for developing robotic and simulation agents in many areas, and it is certainly a great addition to the Unity platform.

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