Learn Unity ML-Agents - Fundamentals of Unity Machine Learning Paperback English by Micheal Lanham - 30-Jun-18

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Product Overview

Publisher	Packt Publishing Limited
ISBN 10	1789138132
Book Description	Learn how to apply core machine learning concepts to your games with Unity Learn the Fundamentals of Reinforcement Learning and Q-Learning and apply them to your games Learn How to build multiple asynchronous agents and run them in a training scenario Book DescriptionUnity Machine Learning agents allow researchers and developers to create games and simulations using the Unity Editor, which serves as an environment where intelligent agents can be trained with machine learning methods through a simple-to-use Python API. This book takes you from the basics of Reinforcement and Q Learning to building Deep Recurrent Q-Network agents that cooperate or compete in a multi-agent ecosystem. You will start with the basics of Reinforcement Learning and how to apply it to problems. Then you will learn how to build self-learning advanced neural networks with Python and Keras/TensorFlow. From there you move o n to more advanced training scenarios where you will learn further innovative ways to train your network with A3C, imitation, and curriculum learning models. By the end of the book, you will have learned how to build more complex environments by building a cooperative and competitive multi-agent ecosystem.
Book Format	Paperback
Book Subtitle	Incorporate New Powerful Ml Algorithms Such As Deep Reinforcement Learning For Games
Number of Pages	204

ISBN 13	9781789138139
About the Author	Micheal Lanham is a proven software architect with 20 years' experience of developing a range of software, including games, mobile, graphic, web, desktop, engineering, GIS, and machine learning applications for various industries. In 2000, Micheal began working with machine learning and would later use various technologies for a broad range of apps, from geomechanics to inspecting pipelines in 3D. He was later introduced to Unity and has been an avid developer and author of multiple Unity apps and books since.
Author	Micheal Lanham
Language	English
Publication Date	30-Jun-18

Learn Unity ML-Agents - Fundamentals of Unity Machine Learning Paperback English by Micheal Lanham - 30-Jun-18

165.00