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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

Appendix

Robotic Operating System (ROS) was a framework designed to enable the development of software for complex robots and was developed by a company called Willow Garage, specifically for the control of the PR2 robot. The PR2 was a human-sized robot with two 7-degree of freedom (7DOF) arms and an entire array of sensors. Controlling this very complex robot required the interaction of a multitude of sensors, motors, and communications. The ROS framework allowed the development of robot components to be done independently. While not an operation system in the traditional sense of the word, it is a Modular Open Source Architecture (MOSA).

The primary tool of ROS is a robust publish-subscribe service that makes talking between processes — that is, Inter-Process Communications (IPC) — easy and flexible. It also standardized a lot of the interfaces between sensors, motors, and controls for robots.

We will be using ROS 2 throughout this book. ROS 2 is a new version...

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