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Artificial Intelligence for Robotics: Build intelligent robots that perform human tasks using AI techniques
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JPY 11954
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Bring a new degree of interconnectivity to your world by building your own intelligent robots.
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製品詳細
- Bring a new degree of interconnectivity to your world by building your own intelligent robotsKey FeaturesLeverage fundamentals of AI and roboticsWork through use cases to implement various machine learning algorithmsExplore Natural Language Processing (NLP) concepts for efficient decision making in robotsBook DescriptionArtificial 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 learnGet started with robotics and artificial intelligenceApply simulation techniques to give your robot an artificial personalityUnderstand object recognition using neural networks and supervised learning techniquesPick up objects using genetic algorithms for manipulationTeach your robot to listen using NLP via an expert systemUse machine learning and computer vision to teach your robot how to avoid obstaclesUnderstand path planning, decision trees, and search algorithms in order to enhance your robotWho this book is forIf you have basic knowledge about robotics and want to build or enhance your existing robot's intelligence, then Artificial Intelligence for Robotics is for you. This book is also for enthusiasts who want to gain knowledge of AI and robotics.Table of ContentsFoundation for Advanced Robotics and AISetting Up Your RobotA Concept for a Practical Robot Design ProcessObject Recognition Using Neural Networks and Supervised LearningPicking up the ToysTeaching a Robot to ListenAvoiding the StairsPutting Things AwayGiving the Robot an Artificial PersonalityConclusions and ReflectionsAssessments
| Publisher | Packt Publishing |
| Publication date | August 30, 2018 |
| Language | English |
| Print length | 444 pages |
| ISBN-10 | 1788835441 |
| ISBN-13 | 978-1788835442 |
| Item Weight | 1.3 pounds (590 grams) |
| Dimensions | 7.5 x 0.78 x 9.25 inches (19.1 x 2 x 23.5 cm) |
どんな人にお勧めですか?
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Robotics Enthusiasts
Individuals passionate about robotics who want to learn and apply AI techniques in their projects effectively.
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Students and Educators
Students in engineering or computer science and educators looking for a resource to teach robotics with AI integration.
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Tech Startups
Startups focusing on automation and robotics can use this product to enhance their product development and technical skills.
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Beginners without Background
Complete novices in programming or robotics may struggle to grasp the advanced concepts presented in the product.
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Computer Vision & Pattern Recognition Editorial Review
Artificial Intelligence for Robotics: Build intelligent robots that perform human tasks using AI techniques offers a comprehensive guide for those looking to merge AI with robotics. With a substantial print length of 444 pages, this book delves into various AI techniques applicable in creating smarter robots. Its publication by Packt Publishing ensures high-quality content that has been well-received, as reflected in reader feedback. The English language edition, published on August 30, 2018, provides a robust foundation in robotic intelligence, making it ideal for both novices and experts eager to enhance their understanding and skills in intelligent robotics.
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長所
- In-depth exploration of AI in robotics
- Well-structured and informative material
- Suitable for both beginners and experts
- Practical examples of intelligent robots
- Engaging writing style and clear explanations
短所
- Some concepts may be complex for complete beginners
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JPY 11954
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特徴と利点
- Learn the fundamentals of AI and robotics.
- Explore machine learning algorithms and NLP concepts.
- Gain skills in object recognition and genetic algorithms.
- Implement path planning and decision-making techniques.
- Create robots with artificial personalities using simulation.
- Perfect for enthusiasts and those with basic robotics knowledge.
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