Curriculum Learning

Curriculum Learning is an innovative approach in machine learning that mimics human learning by introducing tasks in a structured order, starting with easier examples and gradually progressing to more complex ones. This method enhances the training process by allowing models to build foundational knowledge before tackling challenging scenarios. By leveraging varying levels of difficulty, Curriculum Learning can improve model performance, particularly in fields like medical image analysis and reinforcement learning. This technique not only aids in better understanding but also reduces the risk of catastrophic forgetting, ultimately leading to more accurate and robust models.