Michael Edegware

Haptic Knowledge Transfer Between Heterogeneous Robots using Kernel Manifold Alignment

Humans learn about object properties using multiple modes of perception. Recent advances show that robots can use non-visual sensory modalities (i.e., haptic and tactile sensory data) coupled with exploratory behaviors (i.e., grasping, lifting, pushing, dropping, etc.) for learning objects' properti…