{"product_id":"introduction-to-unity-ml-agents-understand-the-interplay-of-neural-networks-and-simulation-space-using-the-unity-ml-agents-package-paperback","title":"Introduction to Unity ML-Agents: Understand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package - Paperback","description":"\u003cp\u003eby \u003cb\u003eDylan Engelbrecht\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDemystify 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.\u003c\/p\u003e\u003cp\u003eWe 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.\u003c\/p\u003e\u003cp\u003e This book will thoroughly introduce you to ML-Agents in Unity and how to use them in your next project.\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eUnderstand machine learning, its history, capabilities, and expected progression\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eGives a step-by-step guide to creating your first AI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePresents challenges of varying difficulty, along with tips to reinforce concepts covered\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBroad concepts within AI\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eWho Is This Book For\u003c\/b\u003e\u003c\/p\u003e 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.\u003cbr\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDemystify 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.\u003c\/p\u003e\u003cp\u003eWe 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.\u003c\/p\u003e\u003cp\u003eThis book will thoroughly introduce you to ML-Agents in Unity and how to use them in your next project.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou will: \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eUnderstand machine learning, its history, capabilities, and expected progression\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eGain a step-by-step guide to creating your first AI\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWork with challenges of varying difficulty, along with tips to reinforce concepts covered\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMaster broad concepts within AI\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDylan Engelbrecht\u003c\/b\u003e 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 204\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.47 x 9.21 x 6.14 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 26, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42719588319295,"sku":"9781484289976","price":49.22,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/e8922f3c72e8948bd0a704b344f808ba.webp?v=1765086163","url":"https:\/\/dhlswag.com\/products\/introduction-to-unity-ml-agents-understand-the-interplay-of-neural-networks-and-simulation-space-using-the-unity-ml-agents-package-paperback","provider":"BBB","version":"1.0","type":"link"}