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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

Developing the robot emotion engine

Now we are going to put together the robot’s emotion model. This is the heart of the artificial personality as it computes, updates, and remembers the emotional state of the robot. The robot starts in a generally neutral state and performs updates based on the combination of eight emotional traits: happy/sad, welcoming/distant, friendly/ stranger, curious/frustrated, and fresh/tired. As events happen in the experience of the robot, it gets cues that cause its emotional state to change. For example, if the user said “That is stupid” to something the robot said, then the robot would add to the sad axis of its emotion.

We compute the overall emotional state using polar coordinates, just like you saw in the diagram we drew earlier in this chapter (Figure 9.4). The current emotional state is determined by computing the center of mass of the other emotions. If the emotions are more or less balanced, the center of mass of the emotions...

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