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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

Introducing MOSA

ROS is an example of a MOSA. Why is this important? Imagine if every electrical appliance in your house had its own plug, a different voltage, and a different wire. It would make life very difficult for you. But all your electrical plugs are the same shape and put out the same voltage. They are standardized interfaces that allow you to plug many different types of appliances into them. A MOSA acts like that for software, standardizing interfaces and allowing plug-and-play compatibility.

The following are its advantages:

  • A MOSA system architecture allows modularity – the ability to create software in sections or modules that can be developed, debugged, and operated independently. Before ROS, I created one major executable that ran everything on my robot. The problem with this is, first of all, that I could not take advantage of the multi-core nature of my Single Board Computer (SBC), which was the robot’s brain. I had all my code in one thread...
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