Curriculum Learning

A training strategy that presents tasks or environments to the learner in an ordered sequence of increasing difficulty, analogous to how humans learn. In robot RL, curriculum learning might start with simplified tasks (objects near the gripper, low randomization) and progressively increase difficulty (distant objects, heavy domain randomization). Automatic curriculum generation methods (like PAIRED or PLR) are an active research area.