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Meituan-Robotics-0: New Vision-Language-Action Model for Desktop Manipulation

By PulseAugur Editorial · [1 sources] ·

Researchers have introduced Meituan-Robotics-0 (MR0), a novel vision-language-action foundation model designed for desktop manipulation tasks. MR0 integrates a vast dataset of vision-language samples with extensive robot trajectory data across multiple embodiments. The model employs a unique three-stage training process, including a Rollback mechanism for enhanced policy adaptation, to achieve high success rates on benchmarks like RoboTwin 2.0 and demonstrate robust performance in real-world robotic applications. AI

IMPACT This model could advance the capabilities of embodied AI agents in complex manipulation tasks.

RANK_REASON The cluster contains a research paper detailing a new foundation model for robotics. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Meituan-Robotics-0: New Vision-Language-Action Model for Desktop Manipulation

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The cluster contains a research paper detailing a new foundation model for robotics. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Meituan Robotics Team, Caicheng Wang, Chen Zhao, Chengpeng Jin, Duo Xu, Fengjiao Chen, Guanglu Wan, Heqing Yang, Jia Wang, Jiacong Zhou, Jie Hu, Jiyuan Ru, Lingfeng Zhang, Linjiang Huang, Manyuan Zhang, Ningchu Liu, Shijie Zhou, Si Liu, Shuo Li, Tianyi Z… ·

    Meituan-Robotics-0: A Vision-Language-Action Foundation Model for Desktop Manipulation

    arXiv:2611.08577v1 Announce Type: cross Abstract: We present Meituan-Robotics-0 (MR0), a vision-language-action foundation model and embodied-agent system for stationary-base desktop manipulation. MR0 combines 147 million vision-language samples with 15,060 hours of curated robot…

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