Sean Saito & Yang Wenzhuo 
Python Reinforcement Learning Projects [EPUB ebook] 
Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow

Ajutor

Reinforcement learning is one of the most exciting and rapidly growing fields in machine learning. This is due to the many novel algorithms developed and incredible results published in recent years.
In this book, you will learn about the core concepts of RL including Q-learning, policy gradients, Monte Carlo processes, and several deep reinforcement learning algorithms. As you make your way through the book, you’ll work on projects with datasets of various modalities including image, text, and video. You will gain experience in several domains, including gaming, image processing, and physical simulations. You’ll explore technologies such as Tensor Flow and Open AI Gym to implement deep learning reinforcement learning algorithms that also predict stock prices, generate natural language, and even build other neural networks.
By the end of this book, you will have hands-on experience with eight reinforcement learning projects, each addressing different topics and/or algorithms. We hope these practical exercises will provide you with better intuition and insight about the field of reinforcement learning and how to apply its algorithms to various problems in real life.

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Limba Engleză ● Format EPUB ● Pagini 296 ● ISBN 9781788993227 ● Mărime fișier 22.3 MB ● Editura Packt Publishing ● Oraș Brookland ● Țară US ● Publicat 2018 ● Descărcabil 24 luni ● Valută EUR ● ID 6681507 ● Protecție împotriva copiilor fără

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