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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

Understanding our task – cleaning up the playroom

We have already talked a bit about our main task for Albert, our example robot for this book, which is to clean up the playroom in my house after my grandchildren come to visit. We need to provide a more formal definition of our problem, and then turn that into a list of tasks for the robot to perform along with a plan of action on how we might accomplish those tasks.

Why are we doing this? Well, consider this quote by Steve Maraboli:

“If you don’t know where you are going, how do you know when you get there?”

Figure 3.1 – It’s important to know what your robot does

Figure 3.1 – It’s important to know what your robot does

The internet and various robot websites are littered with dozens of robots that share one fatal character flaw: the robot and its software were designed first and then they went out to look for a job for it. In the robot business, this is called the ready, fire, aim problem. The task, the customer...

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