Explore-Refine-Regenerate: A Hierarchical-Learning Inspired Method to Generate Diverse Repertoires of Grasping Trajectories for Robotic Systems

E2R, a novel Novelty Search-based method, can efficiently generate large and diverse repertoires of successful grasping trajectories for various robotic platforms and objects, outperforming state-of-the-art approaches.