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research · [3 sources] · · 中文(ZH) 浙江人形联合香港中文大学提出RAM三维空间理解与操作模型
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AMD eyes tens of billions in AI revenue, robot model RAM debuts, Blue Origin revises incentives

By PulseAugur Editorial · Summary by gemini-2.5-flash-lite from 3 sources

Researchers from Zhejiang University, the Chinese University of Hong Kong, and Zhejiang University have developed a new model called RAM for 3D spatial understanding and manipulation in robots. This model addresses limitations in current vision-language models by creating an external 3D knowledge base, enabling better object pose comprehension and long-range task planning. Practical tests showed high success rates for both language-driven and image-guided operations, and RAM is compatible with various large models and robotic platforms. AI

Summary written by gemini-2.5-flash-lite from 3 sources. How we write summaries →

IMPACT Introduces a novel approach to 3D spatial understanding for robots, potentially improving their ability to perform complex tasks based on natural language or visual cues.

RANK_REASON Academic paper published in a top journal detailing a new model for robotics.

Read on 36氪 (36Kr) →

COVERAGE [3]

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    Zhejiang University, CUHK, and RAM propose 3D spatial understanding and manipulation model

    36氪获悉，近日，浙江人形机器人创新中心联合香港中文大学、浙江大学等机构共同完成机器人空间智能研究成果发表于国际顶刊《Science Robotics》，提出RAM 三维空间理解与操作模型。该技术破解视觉语言大模型三维空间感知短板，通过检索增强构建外部三维知识库，实现物体位姿理解与长程任务规划。实机验证显示，语言指令驱动操作平均成功率达89.17%，图像引导操作成功率92%。RAM可适配GPT、Qwen-VL等大模型及人形机器人平台。

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