Abstract: Decision-making in robotics using denoising diffusion processes has increasingly become a hot research topic, but end-to-end policies perform poorly in tasks with rich contact and have ...

Abstract: Hierarchical frameworks—a special class of directed frameworks with a layer-by-layer architecture—can be an effective mechanism to coordinate robot swarms. Their effectiveness was recently ...