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 an extensional and an intensional definition?
- Define the concept of feedforward in a neural network.
- Explain what role the weights play in a neural network. How is an input value propagated through the network?
- Briefly describe gradient descent.
- Briefly describe backpropagation.
- Describe the difference between a policy agent and a value agent.
- What is the difference between a tensor and an array? What benefit do we get from using tensors?
- What is a placeholder tensor?
- How does a Q-network update its internal approximation of the Q-values of a state-action function?
- What types of architectures qualify as deep Q-networks?
- Briefly describe the difference between a neural network that implements a ...
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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.