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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

Task analysis

As we do for each chapter, let’s review what we are aiming to accomplish. We will be driving the robot around the house, looking for toys. Once we have a toy, we will take that toy to the toy box and put it away by dropping it into the toy box. Then, the robot will go look for more toys. Along the way, we need to avoid obstacles and hazards, which include a set of stairs going downward that would definitely damage the robot.

Note

I used a baby gate to cover the stairs for the first part of testing and put pillows on the stairs for the second part. There is no need to bounce the robot down the stairs while it is still learning.

We are going to start with the assumption that nothing in this task list requires the robot to know where it is. Is that true? We need to find the toy box – that is important. Can we find the toy box without knowing where it is? The answer is, of course, that the robot can just search for the toy box using its camera until...

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