Robot Grasp Learning by Demonstration without Predefined Rules

A learning-based approach to autonomous robot grasping is presented. Pattern recognition techniques are used to measure the similarity between a set of previously stored example grasps and all the possible candidate grasps for a new object. Two sets of features are defined in order to characterize g...

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Bibliographic Details
Main Authors: César Fernández, María Asunción Vicente, Ramón Pedro Ñeco, Rafael Puerto
Format: Article
Language:English
Published: SAGE Publishing 2011-12-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/50908