Viewpoint Selection for the Efficient Teleoperation of a Robot Arm Using Reinforcement Learning
In this study, we developed a novel method to determine the optimal viewpoint from which an operator could realize faster and more accurate robot teleoperation using reinforcement learning. The reinforcement learning model was trained using images obtained from several candidate viewpoints from scra...
Main Authors: | Haoxiang Liu, Ren Komatsu, Shinsuke Nakashima, Hiroyuki Hamada, Nobuto Matsuhira, Hajime Asama, Atsushi Yamashita |
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Format: | Article |
Language: | English |
Published: |
IEEE
2023-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10296844/ |
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