Graph neural network based method for robot path planning

Sampling-based path planning is widely used in robotics, particularly in high-dimensional state spaces. In the path planning process, collision detection is the most time-consuming operation. Therefore, we propose a learning-based path planning method that reduces the number of collision checks. We...

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Bibliographic Details
Main Authors: Xingrong Diao, Wenzheng Chi, Jiankun Wang
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Biomimetic Intelligence and Robotics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667379724000056