Details zum E-Book

Artificial Intelligence for Robotics. Build intelligent robots that perform human tasks using AI techniques

Artificial Intelligence for Robotics. Build intelligent robots that perform human tasks using AI techniques

Francis X. Govers

E-book
Artificial Intelligence for Robotics starts with an introduction to Robot Operating Systems (ROS), Python, robotic fundamentals, and the software and tools that are required to start out with robotics. You will learn robotics concepts that will be useful for making decisions, along with basic navigation skills.
As you make your way through the chapters, you will learn about object recognition and genetic algorithms, which will teach your robot to identify and pick up an irregular object. With plenty of use cases throughout, you will explore natural language processing (NLP) and machine learning techniques to further enhance your robot. In the concluding chapters, you will learn about path planning and goal-oriented programming, which will help your robot prioritize tasks.
By the end of this book, you will have learned to give your robot an artificial personality using simulated intelligence.
  • 1. Foundation for Advanced Robotics and AI
  • 2. Setting Up Your Robot
  • 3. A Concept for a Practical Robot Design Process
  • 4. Object Recognition Using Neural Networks and Supervised Learning
  • 5. Picking up the Toys
  • 6. Teaching a Robot to Listen
  • 7. Avoiding the Stairs
  • 8. Putting Things Away
  • 9. Giving the Robot an Artificial Personality
  • 10. Conclusions and Reflections
  • 11. Assessments
  • Titel: Artificial Intelligence for Robotics. Build intelligent robots that perform human tasks using AI techniques
  • Autor: Francis X. Govers
  • Originaler Titel: Artificial Intelligence for Robotics. Build intelligent robots that perform human tasks using AI techniques
  • ISBN: 9781788835701, 9781788835701
  • Veröffentlichungsdatum: 2018-08-30
  • Format: E-book
  • Artikelkennung: e_157i
  • Verleger: Packt Publishing