Motion prediction is the process of forecasting the future position and movement of an object based on its current state and past behavior. This technique is widely used in various fields, including robotics, autonomous vehicles, and sports analytics, to enhance decision-making and improve performance. In robotics, for example, motion prediction helps machines anticipate the actions of humans or other robots, allowing for safer and more efficient interactions. Similarly, in autonomous vehicles, algorithms analyze data from sensors to predict the movements of pedestrians and other vehicles, ensuring safer navigation on the roads.