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AI Crash Course

You're reading from   AI Crash Course A fun and hands-on introduction to machine learning, reinforcement learning, deep learning, and artificial intelligence with Python

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Product type Paperback
Published in Nov 2019
Publisher Packt
ISBN-13 9781838645359
Length 360 pages
Edition 1st Edition
Languages
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Author (1):
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Hadelin de Ponteves Hadelin de Ponteves
Author Profile Icon Hadelin de Ponteves
Hadelin de Ponteves
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Toc

Table of Contents (17) Chapters Close

Preface 1. Welcome to the Robot World FREE CHAPTER 2. Discover Your AI Toolkit 3. Python Fundamentals – Learn How to Code in Python 4. AI Foundation Techniques 5. Your First AI Model – Beware the Bandits! 6. AI for Sales and Advertising – Sell like the Wolf of AI Street 7. Welcome to Q-Learning 8. AI for Logistics – Robots in a Warehouse 9. Going Pro with Artificial Brains – Deep Q-Learning 10. AI for Autonomous Vehicles – Build a Self-Driving Car 11. AI for Business – Minimize Costs with Deep Q-Learning 12. Deep Convolutional Q-Learning 13. AI for Games – Become the Master at Snake 14. Recap and Conclusion 15. Other Books You May Enjoy 16. Index

AI for Logistics – Robots in a Warehouse

It's time for the next step on our AI journey. I told you at the beginning of this book that AI has tremendous value to bring to transport and logistics, with self-driving delivery vehicles that speed up logistical processes. They're a huge boost to the economy through the e-commerce industry.

In this new chapter, we'll build an AI for just that kind of application. The model we'll use for this will, of course, be Q-learning (we're saving deep Q-learning for the self-driving car). Q-learning is a simple, but powerful, AI model that can optimize the flows of movement in a warehouse, which is the real-world problem you'll solve here. In order to facilitate this journey, you'll work on an environment you're already familiar with: the maze we saw in the previous chapter.

The difference is that, this time, the maze will actually be the warehouse of a business. It could be any business...

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