Reinforcement Learning

Reinforcement Learning

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. 
You will:
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



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Reinforcement Learning


Reinforcement Learning Download Now Read Online

Author by : Richard S. Sutton
Languange Used : en
Release Date : 2018-11-13
Publisher by : A Bradford Book






Reinforcement Learning


Reinforcement Learning Download Now Read Online

Author by : Richard S. Sutton
Languange Used : en
Release Date : 1998
Publisher by : MIT Press






Reinforcement Learning


Reinforcement Learning Download Now Read Online

Author by : Richard S. Sutton
Languange Used : en
Release Date : 2018-10-19
Publisher by : MIT Press






Algorithms For Reinforcement Learning


Algorithms For Reinforcement Learning Download Now Read Online

Author by : Csaba Szepesvari
Languange Used : en
Release Date : 2010
Publisher by : Morgan & Claypool Publishers






Hands On Reinforcement Learning With Python


Hands On Reinforcement Learning With Python Download Now Read Online

Author by : Sudharsan Ravichandiran
Languange Used : en
Release Date : 2018-06-28
Publisher by : Packt Publishing Ltd






Statistical Reinforcement Learning


Statistical Reinforcement Learning Download Now Read Online

Author by : Masashi Sugiyama
Languange Used : en
Release Date : 2015-03-16
Publisher by : CRC Press






Reinforcement Learning With Tensorflow


Reinforcement Learning With Tensorflow Download Now Read Online

Author by : Sayon Dutta
Languange Used : en
Release Date : 2018-04-24
Publisher by : Packt Publishing Ltd






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