VLA-Grasp: a vision-language-action modeling with cross-modality fusion for task-oriented grasping

Abstract Task-oriented grasping (TOG) aims to predict the appropriate pose for grasping based on a specific task. While recent approaches have incorporated semantic knowledge into TOG models to enable robots to understand linguistic commands, they lack the ability to leverage relevant information fr...

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Bibliographic Details
Main Authors: Jianwei Zhu, Xueying Sun, Qiang Zhang, Mingmin Liu
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01893-x
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