AI significantly enhances robots' ability to manipulate objects by providing sophisticated perception and decision-making capabilities. Through advanced computer vision, AI allows robots to accurately identify and localize objects, understanding their 3D geometry, pose, and material properties. Furthermore, AI algorithms are crucial for optimal grasp planning, calculating the best contact points and forces to securely pick up items, whether fragile or irregularly shaped. It also enables intelligent path planning, allowing robots to navigate around obstacles and execute precise movements to place or reorient objects without collision. Crucially, machine learning allows robots to learn from experience or human demonstration, continually improving their manipulation strategies and adapting to novel objects or environments. More details: https://coursesonline.com.ua/