Transform games into environments using machine learning and Deep learning with Tensorflow, Keras, and Unity About This Book * 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 Who This Book Is For This book is intended for developers with an interest in using Machine learning algorithms to develop better games and ...
Read More
Transform games into environments using machine learning and Deep learning with Tensorflow, Keras, and Unity About This Book * 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 Who This Book Is For This book is intended for developers with an interest in using Machine learning algorithms to develop better games and simulations with Unity. The reader will be required to have a working knowledge of C# and a basic understanding of Python. What You Will Learn * Develop Reinforcement and Deep Reinforcement Learning for games. * Understand complex and advanced concepts of reinforcement learning and neural networks * Explore various training strategies for cooperative and competitive agent development * Adapt the basic script components of Academy, Agent, and Brain to be used with Q Learning. * Enhance the Q Learning model with improved training strategies such as Greedy-Epsilon exploration * Implement a simple NN with Keras and use it as an external brain in Unity * Understand how to add LTSM blocks to an existing DQN * Build multiple asynchronous agents and run them in a training scenario In Detail Unity 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. Style and approach This book focuses on the foundations of ML, RL and DL for building agents in a game or simulation
Read Less
Add this copy of Learn Unity Ml-Agents-Fundamentals of Unity Machine to cart. $22.45, new condition, Sold by SurplusTextSeller rated 5.0 out of 5 stars, ships from Columbia, MO, UNITED STATES, published 2018 by Packt Publishing Limited.
Add this copy of Learn Unity ML-Agents - Fundamentals of Unity Machine to cart. $32.64, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2018 by Packt Publishing Limited.
Add this copy of Learn Unity ML-Agents - Fundamentals of Unity Machine to cart. $34.89, new condition, Sold by GreatBookPricesUK5 rated 4.0 out of 5 stars, ships from Castle Donington, DERBYSHIRE, UNITED KINGDOM, published 2018 by Packt Publishing Limited.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. 204 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Add this copy of Learn Unity ML-Agents - Fundamentals of Unity Machine to cart. $35.32, new condition, Sold by GreatBookPrices rated 4.0 out of 5 stars, ships from Columbia, MD, UNITED STATES, published 2018 by Packt Publishing Limited.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. 204 p. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Add this copy of Learn Unity ML-Agents - Fundamentals of Unity Machine to cart. $37.33, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2018 by Packt Publishing Limited.
Add this copy of Learn Unity Mlagents Fundamentals of Unity Machine to cart. $37.34, new condition, Sold by Books2anywhere rated 5.0 out of 5 stars, ships from Fairford, GLOUCESTERSHIRE, UNITED KINGDOM, published 2018 by Packt Publishing Limited.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
PLEASE NOTE, WE DO NOT SHIP TO DENMARK. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Please note we cannot offer an expedited shipping service from the UK.
Add this copy of Learn Unity Mlagents Fundamentals of Unity Machine to cart. $38.50, new condition, Sold by Paperbackshop International rated 2.0 out of 5 stars, ships from Fairford, GLOS, UNITED KINGDOM, published 2018 by Packt Publishing Limited.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
PLEASE NOTE, WE DO NOT SHIP TO DENMARK. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Please note we cannot offer an expedited shipping service from the UK.
