Training Robots Without Robots: Deep Imitation Learning for Master-to-Robot Policy Transfer

Author:

Kim Heecheol1ORCID,Ohmura Yoshiyuki1ORCID,Nagakubo Akihiko2ORCID,Kuniyoshi Yasuo1ORCID

Affiliation:

1. Laboratory for Intelligent Systems and Informatics, Graduate School of Information Science and Technology, The University of Tokyo, Bunkyo-ku, Tokyo, Japan

2. Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan

Funder

Grant-in-Aid for Scientific Research

Department of Social Cooperation Program Intelligent Mobility Society Design

Toyota Central R&D Labs., Inc.

Next Generation AI Research Center

University of Tokyo

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. MIRA: Multi-Joint Imitation with Recurrent Adaptation for Robot-Assisted Rehabilitation;Technologies;2024-08-16

2. Adaptive Motion Imitation for Robot Assisted Physiotherapy Using Dynamic Time Warping and Recurrent Neural Network;Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments;2024-06-26

3. Guiding Attention in End-to-End Driving Models;2024 IEEE Intelligent Vehicles Symposium (IV);2024-06-02

4. AirExo: Low-Cost Exoskeletons for Learning Whole-Arm Manipulation in the Wild;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

5. Learning Motion Reconstruction from Demonstration via Multi-Modal Soft Tactile Sensing;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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