Sim-to-Real Transfer of Soft Robotic Navigation Strategies That Learns From the Virtual Eye-in-Hand Vision

Author:

Lai Jiewen1ORCID,Ren Tian-Ao2ORCID,Yue Wenchao1ORCID,Su Shijian1ORCID,Chan Jason Y. K.3ORCID,Ren Hongliang1ORCID

Affiliation:

1. Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong, SAR, China

2. College of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing, China

3. Department of Otorhinolaryngology, Head and Neck Surgery, The Chinese University of Hong Kong, Hong Kong, SAR, China

Funder

Hong Kong Research Grants Council (RGC) Collaborative Research Fund

Hong Kong Research Grants Council (RGC) Research Impact Fund

Dr. Barbara Kwok Young Postdoctoral Researcher Travel Grants Award

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

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1. Navigation of Tendon-driven Flexible Robotic Endoscope through Deep Reinforcement Learning;2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO);2024-05-20

2. Inconstant curvature kinematics of parallel continuum robot without static model;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

3. A Novel Fused NARX-Driven Digital Twin Model for Aeroengine Gas Path Parameter Prediction;IEEE Transactions on Industrial Informatics;2024-04

4. TransFSM: Fetal Anatomy Segmentation and Biometric Measurement in Ultrasound Images Using a Hybrid Transformer;IEEE Journal of Biomedical and Health Informatics;2024-01

5. Domain adaptive Sim-to-Real segmentation of oropharyngeal organs;Medical & Biological Engineering & Computing;2023-07-18

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