April 2019
Intermediate to advanced
212 pages
5h 34m
English
Content preview from Hands-On Q-Learning with Python
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Questions
- What is the difference between using Keras as a wrapper for TensorFlow and using TensorFlow by itself?
- What kind of prediction problem is CartPole? What type of target is being predicted?
- What advantage does binning the state space provide?
- Give a 2–3 sentence explaining how experience replay works.
- Explain the moving target problem in estimating Q-values.
- Explain what maximization bias is.
- When does maximization bias tend to happen?
- What advantage do dueling DQNs provide over regular DQNs?
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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.