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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

An introduction to OpenAI Gym

The OpenAI Gym, created by the team at OpenAI is a playground of different environments where you can develop and compare your reinforcement learning algorithms. It is compatible with deep learning libraries such as TensorFlow and Theano.

OpenAI Gym consists of two parts:

  • The gym open-source library: This consists of many environments for different test problems where you can test your reinforcement learning algorithms. This suffices with the information of state and action spaces.
  • The OpenAI Gym service: This allows you to compare the performance of your agent with other trained agents.

For the installation and dependencies, please refer to the following link:

https://gym.openai.com/docs/

With the basics covered, ...

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Publisher Resources

ISBN: 9781788835725Supplemental Content