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Python Reinforcement Learning Projects

You're reading from  Python Reinforcement Learning Projects

Product type Book
Published in Sep 2018
Publisher Packt
ISBN-13 9781788991612
Pages 296 pages
Edition 1st Edition
Languages
Authors (3):
Sean Saito Sean Saito
Profile icon Sean Saito
Yang Wenzhuo Yang Wenzhuo
Profile icon Yang Wenzhuo
Rajalingappaa Shanmugamani Rajalingappaa Shanmugamani
Profile icon Rajalingappaa Shanmugamani
View More author details

OpenAI Gym


OpenAI is a non-profit organization dedicated to researching artificial intelligence. Visit https://openai.com for more information about the mission of OpenAI. The technologies developed by OpenAI are free for anyone to use.

Gym

Gym provides a toolkit to benchmark AI-based tasks. The interface is easy to use. The goal is to enable reproducible research. Visit https://gym.openai.com for more information about Gym. An agent can be taught inside of the gym, and learn activities such as playing games or walking. An environment is a library of problems.

The standard set of problems presented in the gym are as follows:

  • CartPole
  • Pendulum
  • Space Invaders
  • Lunar Lander
  • Ant
  • Mountain Car
  • Acrobot
  • Car Racing
  • Bipedal Walker

Any algorithm can work out in the gym by training for these activities. All of the problems have the same interface. Therefore, any general reinforcement learning algorithm can be used through the interface.

Installation 

The primary interface of the gym is used through Python. Once you...

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