Planning and Scheduling in AI involve techniques to methodically organize actions over time to reach specific goals. They optimize resource allocation, sequence tasks, and manage dependencies, ensuring efficient progression toward objectives. Applications include robotics, logistics, and project management, enabling systems to adapt dynamically, prioritize tasks, and improve overall operational effectiveness.