Demonstration Learning and Generalization of Robotic Motor Skills Based on Wearable Motion Tracking Sensors

Author:

Liu Xiaofeng1ORCID,Wang Ziyang2ORCID,Li Jie1ORCID,Cangelosi Angelo3ORCID,Yang Chenguang4ORCID

Affiliation:

1. Key Laboratory of Maritime Intelligent Cyberspace Technology, Ministry of Education, and the School of Artificial Intelligence and Automation, Hohai University, Changzhou, China

2. Key Laboratory of Maritime Intelligent Cyberspace Technology, Ministry of Education, and the College of IoT Engineering, Hohai University, Changzhou, China

3. Centre for Robotics and Neural Systems, University of Plymouth, Plymouth, U.K.

4. Key Laboratory of Autonomous Systems and Networked Control, College of Automation Science and Engineering, South China University of Technology, Guangzhou, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation

Jiangsu Frontier Technology Basic Research Project

China Postdoctoral Science Foundation

Jiangsu Province Excellent Post-Doctoral Program

Changzhou Basic Research Program

Guangdong Forestry Science and Technology Innovation Project

Open Research Fund of the State Key Laboratory of Bioelectronics

State Key Laboratory of Integrated Management of Pest Insects and Rodents

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Reference38 articles.

1. Learning Stable Nonlinear Dynamical Systems With Gaussian Mixture Models

2. Diffusion policy: Visuomotor policy learning via action diffusion;chi;arXiv 2303 04137,2023

3. Robot Learning System Based on Adaptive Neural Control and Dynamic Movement Primitives

4. Auto-encoding variational Bayes;kingma;arXiv 1312 6114,2022

5. Kernelized movement primitives

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