Learn Unity ML-Agents 2024 pdf epub mobi 电子书

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发表于2024-11-18

Learn Unity ML-Agents 2024 pdf epub mobi 电子书

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出版者:

作者:Micheal Lanham

出品人:

页数:204

译者:

出版时间:2018-6

价格:USD 16.80

装帧:

isbn号码:9781789138139

丛书系列:

图书标签: 人工智能 Unity ML-Agents

Learn Unity ML-Agents 2024 pdf epub mobi 电子书图书描述

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.

Learn Unity ML-Agents 2024 pdf epub mobi 电子书

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