EAN: 9781484289976

INTRODUCTION TO UNITY ML-AGENTS - DYLAN ENGELBR...

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 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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