November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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OpenAI Gym
OpenAI Gym is a Python-based toolkit for the development of reinforcement learning algorithms. It provides more than 700 open source contributed environments at the time of writing this book. Custom environments for OpenAI can also be created. OpenAI Gym provides a unified interface for working with reinforcement learning environments and takes care of running the simulation, while the user of OpenAI can focus on designing and implementing the reinforcement learning algorithms.
The original research paper on OpenAI Gym is available at the following link: http://arxiv.org/abs/1606.01540.
Let's take a look at the following steps to learn how to install and explore OpenAI Gym:
- Install OpenAI Gym using the following command:
pip3 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.