April 2019
Intermediate to advanced
212 pages
5h 34m
English
Content preview from Hands-On Q-Learning with Python
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Exploring the Taxi-v2 environment
In this section, we'll be going through how a Gym environment works, and some of the functions and environment variables that you'll be making use of.
Note that we will sometimes use the words state and observation interchangeably. We use state as the conventional term referring to the current condition of a finite-state machine, including the MDPs that we are representing and solving with Q-learning, and we use observation when it is the term that is used in the Gym package itself, as in the following example:
Both state and observation in this context refer to the same thing.
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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.