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English(EN) iMaC: Translating Actions into Motion and Contact Images for Embodied World Models

iMaC 将图像作为具身世界模型的动作

研究人员推出了 iMaC(Image as Action Control,图像作为动作控制),这是具身机器人世界模型的一个新范例。该方法使用原始视觉图像作为动作表示,摆脱了传统的低维向量。iMaC 旨在通过将视觉操作视为基于图像的动作令牌,来改进各种机器人代理的泛化、动态建模和控制。 AI

影响 这种新方法可以为机器人领域中异构具身代理提供更灵活和通用的控制。

排序理由 这是一篇描述机器人领域具身世界模型新方法的学术论文。

在 arXiv cs.CV 阅读 →

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iMaC 将图像作为具身世界模型的动作

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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Zhenyu Wu, Xiuwei Xu, Yukun Zhou, Yifan Li, Qiuping Deng, Xiaofeng Wang, Zheng Zhu, Bingyao Yu, Ziwei Wang, Jiwen Lu, Haibin Yan ·

    iMaC:将动作转化为具身世界模型的运动和接触图像

    arXiv:2606.09813v1 Announce Type: cross Abstract: Embodied world models have emerged as a pivotal paradigm for visual robotic decision-making and interactive environment simulation. However, conventional embodied frameworks rely on low-dimensional structured action vectors (e.g.,…

  2. arXiv cs.CV TIER_1 English(EN) · Haibin Yan ·

    iMaC: 将动作翻译成运动和接触图像,用于具身世界模型

    Embodied world models have emerged as a pivotal paradigm for visual robotic decision-making and interactive environment simulation. However, conventional embodied frameworks rely on low-dimensional structured action vectors (e.g., joint angles and end-effector poses), which suffe…