English(EN) BLaFA: Bridging Language to 3D Functional Affordances for Dexterous Robotic Grasping in Tool Use

新框架BLaFA使机器人能够根据语言指令抓取和使用工具

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-09 05:00

研究人员开发了BLaFA，一个新颖的框架，旨在使机器人能够根据自然语言指令执行灵巧的抓取和工具使用。该系统将开放词汇的命令转换为特定的3D功能接触点和抓取配置。BLaFA利用知识引导语言解析模块、具有三角功能点定位的3D高斯溅射表示以及关键点抓取矩阵变换模块来生成精确的机器人命令。 AI

影响通过自然语言命令实现更具适应性和直观性的机器人工具使用。

排序理由研究论文，详细介绍了一种新的机器人抓取框架。[lever_c_demoted from research: ic=1 ai=1.0]

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arXiv cs.CV TIER_1 English(EN) · Fan Yang, Wenrui Chen, Guorun Yan, Ruize Liao, Wanjun Jia, Dongsheng Luo, Jiacheng Lin, Kailun Yang, Zhiyong Li, Yaonan Wang · 2026-11-09 05:00

BLaFA：弥合语言与三维功能可塑性，实现灵巧机器人工具使用的抓取

arXiv:2604.08410v3 Announce Type: replace Abstract: In industrial assembly, equipment maintenance, and everyday tool-use scenarios, robots need not only to grasp objects stably but also to establish task-appropriate contact configurations according to task intentions and tool fun…