{"product_id":"9781805129592","title":"Artificial Intelligence for Robotics : Build intelligent robots using ROS 2, Python, OpenCV, and AI\/ML techniques for real-world tasks (2ND)","description":"\u003cp\u003eLet an AI and robotics expert help you apply AI, systems engineering, and ML concepts to create smart robots capable of interacting with their environment and users, making decisions, and navigating autonomously\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003c\/p\u003e\n\n\u003cp\u003eGain a holistic understanding of robot design, systems engineering, and task analysis\n\u003cbr\u003eImplement AI\/ML techniques to detect and manipulate objects and navigate robots using landmarks\n\u003cbr\u003eIntegrate voice and natural language interactions to create a digital assistant and artificial personality for your robot\n\u003cbr\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/p\u003e\n\n\u003cp\u003eBook DescriptionUnlock the potential of your robots by enhancing their perception with cutting-edge artificial intelligence and machine learning techniques. From neural networks to computer vision, this second edition of the book equips you with the latest tools, new and expanded topics such as object recognition and creating artificial personality, and practical use cases to create truly smart robots.\n\u003cbr\u003eStarting with robotics basics, robot architecture, control systems, and decision-making theory, this book presents systems-engineering methods to design problem-solving robots with single-board computers. You'll explore object recognition using YOLO and genetic algorithms to teach your robot to identify and pick up objects, leverage natural language processing to give your robot a voice, and master neural networks to classify and separate objects and navigate autonomously, before advancing to guiding your robot arms using reinforcement learning and genetic algorithms. The book also covers path planning and goal-oriented programming to prioritize your robot's tasks, showing you how to connect all software using Python and ROS 2 for a seamless experience.\n\u003cbr\u003eBy the end of this book, you'll have learned how to transform your robot into a helpful assistant with NLP and give it an artificial personality, ready to tackle real-world tasks and even crack jokes.What you will learn\u003c\/p\u003e\n\n\u003cp\u003eGet started with robotics and AI essentials\n\u003cbr\u003eUnderstand path planning, decision trees, and search algorithms to enhance your robot\n\u003cbr\u003eExplore object recognition using neural networks and supervised learning techniques\n\u003cbr\u003eEmploy genetic algorithms to enable your robot arm to manipulate objects\n\u003cbr\u003eTeach your robot to listen using Natural Language Processing through an expert system\n\u003cbr\u003eProgram your robot in how to avoid obstacles and retrieve objects with machine learning and computer vision\n\u003cbr\u003eApply simulation techniques to give your robot an artificial personality\u003c\/p\u003e\n\n\u003cp\u003eWho this book is forThis book is for practicing robotics engineers and enthusiasts aiming to advance their skills by applying AI and ML techniques. Students and researchers looking for practical guidance for solving specific problems or approaching a difficult robot design will find this book insightful.\n\u003cbr\u003eProficiency in Python programming, familiarity with electronics and wiring, single board computers, Linux-based command-line interface (CLI), and knowledge of AI\/ML concepts are required to get started with this book.\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":48860420538603,"sku":"00000_00000_00000_00000","price":82.38,"currency_code":"SGD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9781805129592-1.jpg?v=1785763192","url":"https:\/\/kinokuniya.com.sg\/ja\/products\/9781805129592","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}