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Artificial Intelligence for Robotics - Second Edition

You're reading from  Artificial Intelligence for Robotics - Second Edition

Product type Book
Published in Mar 2024
Publisher Packt
ISBN-13 9781805129592
Pages 344 pages
Edition 2nd Edition
Languages
Concepts
Author (1):
Francis X. Govers III Francis X. Govers III
Profile icon Francis X. Govers III

Table of Contents (18) Chapters

Preface 1. Part 1: Building Blocks for Robotics and Artificial Intelligence
2. Chapter 1: The Foundation of Robotics and Artificial Intelligence 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

Learning when to stop

Over the last nine chapters, we’ve worked on designing a specific robot to perform a specific task. We designed Albert the robot to pick up toys in an unstructured environment, namely a family home. To do this, it needed to be able to recognize toys with a camera, pick up toys with a robot arm and hand, navigate inside a house, and deposit toys in a toy box. We also added interaction, teaching the robot to listen and react to commands. Finally, it received an artificial personality and simulated emotions.

So, the next question is, are we finished with designing, building, and testing our robot? Sometimes, the most difficult part of designing, building, and testing a robot is determining when it is finished. Quite often, I see that some little thing might be improved, or some detail added, or some feature enhanced. Oh, the robot needs a spotlight. It would be nice if it could remember what toys are in the toy box. What if it had two arms? And so on. You...

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