Combining Self-Organizing and Graph Neural Networks for Modeling Deformable Objects in Robotic Manipulation

Modeling deformable objects is an important preliminary step for performing robotic manipulation tasks with more autonomy and dexterity. Currently, generalization capabilities in unstructured environments using analytical approaches are limited, mainly due to the lack of adaptation to changes in the...

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Bibliographic Details
Main Authors: Angel J. Valencia, Pierre Payeur
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-12-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2020.600584/full