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Reinforcement Learning with TensorFlow
book

Reinforcement Learning with TensorFlow

by Sayon Dutta
April 2018
Intermediate to advanced content levelIntermediate to advanced
334 pages
10h 18m
English
Packt Publishing
Content preview from Reinforcement Learning with TensorFlow

Introduction to TensorFlow and OpenAI Gym

TensorFlow is the mathematical library created by the team of Google Brain at Google. Thanks to its dataflow programming, it's being heaving used as a deep learning library both in research and development sectors. Since its inception in 2015, TensorFlow has grown a very big community.

OpenAI Gym is a reinforcement learning playground created by the team at OpenAI with an aim to provide a simple interface, since creating an environment is itself a tedious task in reinforcement learning. It provides a good list of environments to test your reinforcement learning algorithms in so that you can benchmark them.

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Publisher Resources

ISBN: 9781788835725Supplemental Content