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Artificial Intelligence for Robotics

You're reading from   Artificial Intelligence for Robotics Build intelligent robots using ROS 2, Python, OpenCV, and AI/ML techniques for real-world tasks

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Product type Paperback
Published in Mar 2024
Publisher Packt
ISBN-13 9781805129592
Length 344 pages
Edition 2nd Edition
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Author (1):
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Francis X. Govers III Francis X. Govers III
Author Profile Icon Francis X. Govers III
Francis X. Govers III
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Building Blocks for Robotics and Artificial Intelligence
2. Chapter 1: The Foundation of Robotics and Artificial Intelligence FREE CHAPTER 3. Chapter 2: Setting Up Your Robot 4. Chapter 3: Conceptualizing the Practical Robot Design Process 5. Part 2: Adding Perception, Learning, and Interaction to Robotics
6. Chapter 4: Recognizing Objects Using Neural Networks and Supervised Learning 7. Chapter 5: Picking Up and Putting Away Toys using Reinforcement Learning and Genetic Algorithms 8. Chapter 6: Teaching a Robot to Listen 9. Part 3: Advanced Concepts – Navigation, Manipulation, Emotions, and More
10. Chapter 7: Teaching the Robot to Navigate and Avoid Stairs 11. Chapter 8: Putting Things Away 12. Chapter 9: Giving the Robot an Artificial Personality 13. Chapter 10: Conclusions and Reflections 14. Answers 15. Index 16. Other Books You May Enjoy Appendix

Writing a specification

Our next task is to write specifications for our various components. I’ll go through an example here that we must do as part of our toy-grasping robot project: we need to select a camera. Just any old camera will not do – we need one that meets our needs. But what are those needs? We need to write a camera specification so that when we are looking at cameras to buy, we can tell which one will do the job.

We’ve created our storyboard and our use cases, so we have the information we need to figure out what our camera needs to do. We can reverse engineer this process somewhat: let’s discuss what things make one camera different from another. First of all is the interface: this camera goes on board the robot, so it has to interface with the robot’s computer, which has USB, Ethernet, and a special camera bus. What other things about cameras do we care about? We certainly care about cost. We don’t want (or need) to use...

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