Trajectory-Based Skill Learning Using Generalized Cylinders

In this article, we introduce Trajectory Learning using Generalized Cylinders (TLGC), a novel trajectory-based skill learning approach from human demonstrations. To model a demonstrated skill, TLGC uses a Generalized Cylinder—a geometric representation composed of an arbitrary space curve called the...

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Bibliographic Details
Main Authors: S. Reza Ahmadzadeh, Sonia Chernova
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2018.00132/full