Reinforcement learning-based method 3D motion planning for a 3D inspection task using prior viewpoint information

Surface inspection and shape reconstruction is a common application in the factory production line. In a robotic inspection task, generating an optimal collision-free trajectory while meeting the coverage requirement of the target object is challenging because there are inspection cost and traveling...

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Bibliographic Details
Main Author: Chee, Yeng Sung
Other Authors: Pham Quang Cuong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158522
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Institution: Nanyang Technological University
Language: English