3 accepted papers
This paper presents a novel design concept of a pair of soft gripper hands that can establish a secure connection between them for bearing a large load with a low air pressure. The design was inspired by dovetail joints in carpentry that enable a tight, strong connection between two pieces of wood.
This letter presents a computational method, called Bootstrapped Koopman Direct Encoding (B-KDE) that allows us to approximate the Koopman operator with high accuracy by combining Koopman Direct Encoding (KDE) with a deep neural network. Deep learning has been applied to the Koopman operator method
It is often challenging to pick suitable data features for learning problems. Sometimes certain regions of the data are harder to learn because they are not well characterized by the selected data features. The challenge is amplified when resources for sensing and computation are limited and time-cr