Curriculum Learning

Curriculum Learning is an educational approach inspired by human learning, where models are trained on tasks in a structured order, starting with easier examples and gradually progressing to more complex ones. This method contrasts with traditional training, which often exposes models to a mix of difficulties from the outset. By leveraging a curriculum, models can build foundational knowledge and skills, leading to improved performance and faster learning. This technique has been successfully applied in various fields, including image classification and reinforcement learning, demonstrating its effectiveness in enhancing model accuracy and efficiency.