Reinforcement Learning

With Open AI, TensorFlow and Keras Using Python

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Programming, Programming Languages, General Computing
Cover of the book Reinforcement Learning by Abhishek Nandy, Manisha Biswas, Apress
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Author: Abhishek Nandy, Manisha Biswas ISBN: 9781484232859
Publisher: Apress Publication: December 7, 2017
Imprint: Apress Language: English
Author: Abhishek Nandy, Manisha Biswas
ISBN: 9781484232859
Publisher: Apress
Publication: December 7, 2017
Imprint: Apress
Language: English

Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You’ll then work with theories related to reinforcement learning and see the concepts that build up the reinforcement learning process. 

Reinforcement Learning discusses algorithm implementations important for reinforcement learning, including Markov’s Decision process and Semi Markov Decision process. The next section shows you how to get started with Open AI  before looking at Open AI Gym. You’ll then learn about Swarm Intelligence with Python in terms of reinforcement learning.

 

The last part of the book starts with the TensorFlow environment and gives an outline of how reinforcement learning can be applied to TensorFlow. There’s also coverage of Keras, a framework that can be used with reinforcement learning. Finally, you'll delve into Google’s Deep Mind and see scenarios where reinforcement learning can be used. 

**What You'll Learn **

  • Absorb the core concepts of the reinforcement learning process

  • Use advanced topics of deep learning and AI

  • Work with Open AI Gym, Open AI, and Python 

  • Harness reinforcement learning with TensorFlow and Keras using Python

Who This Book Is For

Data scientists, machine learning and deep learning professionals, developers who want to adapt and learn reinforcement learning.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related. You’ll then work with theories related to reinforcement learning and see the concepts that build up the reinforcement learning process. 

Reinforcement Learning discusses algorithm implementations important for reinforcement learning, including Markov’s Decision process and Semi Markov Decision process. The next section shows you how to get started with Open AI  before looking at Open AI Gym. You’ll then learn about Swarm Intelligence with Python in terms of reinforcement learning.

 

The last part of the book starts with the TensorFlow environment and gives an outline of how reinforcement learning can be applied to TensorFlow. There’s also coverage of Keras, a framework that can be used with reinforcement learning. Finally, you'll delve into Google’s Deep Mind and see scenarios where reinforcement learning can be used. 

**What You'll Learn **

Who This Book Is For

Data scientists, machine learning and deep learning professionals, developers who want to adapt and learn reinforcement learning.

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