Path Planning in Artificial Intelligence involves designing algorithms that enable robots or autonomous agents to determine the most efficient and collision-free routes from a starting point to a destination. This process considers obstacles, environment layout, and movement constraints, ensuring safe and optimized navigation in complex or dynamic terrains. It is fundamental for autonomous vehicles, robotics, and navigation systems.