Anglický jazyk

Artificial Intelligence for Robotics

Vydavateľstvo: Packt Publishing
Rok vydania: 2018
Formát: Paperback
Rozmer: 235 x 191 mm
Jazyk: Anglický jazyk
ISBN: 9781788835442

Na objednávku, dodanie 2-4 týždne

64.32 €

bežná cena: 67.70 €

O knihe

Bring a new degree of interconnectivity to your world by building your own intelligent robots

Key Features

Leverage fundamentals of AI and robotics

Work through use cases to implement various machine learning algorithms

Explore Natural Language Processing (NLP) concepts for efficient decision making in robots

Book Description

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.

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