Artificial Intelligence for Robotics: Build intelligent robots that perform human tasks using AI techniques
By 作者: Francis X. Govers
ISBN-10 书号: 1788835441
ISBN-13 书号: 9781788835442
Release Finelybook 出版日期: 2018-08-30
pages 页数: (444 )
Book Description to Finelybook sorting
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
What You Will Learn
Get started with robotics and artificial intelligence
Apply simulation techniques to give your robot an artificial personality
Understand object recognition using neural networks and supervised learning techniques
Pick up objects using genetic algorithms for manipulation
Teach your robot to listen using NLP via an expert system
Use machine learning and computer vision to teach your robot how to avoid obstacles
Understand path planning, decision trees, and search algorithms in order to enhance your robot
Francis X. Govers
Francis X. Govers is an autonomous vehicle designer at Bell Helicopter Textron. He is the designer of 28 unmanned vehicles or robots for land, sea, air, and space, including RAMSEE, the autonomous security guard robot. Francis helped design the International Space Station, the F-35 JSF Fighter, the US Army Future Combat Systems, and systems for NASCAR and IndyCar. He is an engineer, pilot, author, musician, artist, and maker. He received five outstanding achievement awards from NASA and recognition from Scientific American for World Changing Ideas.
Artificial Intelligence for Robotics