Eunsuk Chong

A Generative Neural Network for Learning Coordinated Reach-Grasp Motions

A neural network for generating coordinated reach-grasp motions is proposed, based on a type of generative neural network called the conditional restricted Boltzmann machine (CRBM). Given demonstrations of humans reaching and grasping various target objects of different shapes and poses, a mixture-t