Machine Learning for Haptics: Inferring Multi-Contact Stimulation From Sparse Sensor Configuration

Robust haptic sensation systems are essential for obtaining dexterous robots. Currently, we have solutions for small surface areas, such as fingers, but affordable and robust techniques for covering large areas of an arbitrary 3D surface are still missing. Here, we introduce a general machine learni...

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Bibliographic Details
Main Authors: Huanbo Sun, Georg Martius
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00051/full