An Incremental Learning Framework to Enhance Teaching by Demonstration Based on Multimodal Sensor Fusion

Though a robot can reproduce the demonstration trajectory from a human demonstrator by teleoperation, there is a certain error between the reproduced trajectory and the desired trajectory. To minimize this error, we propose a multimodal incremental learning framework based on a teleoperation strateg...

Full description

Bibliographic Details
Main Authors: Jie Li, Junpei Zhong, Jingfeng Yang, Chenguang Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2020.00055/full