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RoboTok:互联网规模的人类演示检索与灵巧操作学习数据引擎

Original title: RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning

ResearchAI 90

Source: arXiv cs.ROPublish time unverified

arXiv:2609.03199v1 Announce Type: cross Abstract: Robot learning increasingly depends on broad and diverse demonstrations, yet collecting robot data remains expensive and poorly suited to covering the long tail of real-world tasks. To address this bottleneck, we introduce RoboTok, an internet-scale data engine that, given a query human manipulation video, retrieves manipulation-relevant human demonstrations from web videos for training dexterous robot policies.

RoboTok:互联网规模的人类演示检索与灵巧操作学习数据引擎 | Embodied Intelligence Observer