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English(EN) A Robot That Learns from Short Videos in 29 Seconds — X Square Robot's HOST Changes the Embodied-AI Recipe

X Square Robot展示了更便宜、更快的具身智能及其新的学习框架

X Square Robot公布了具身智能的进展,展示了其WALL-B系统,该系统在包裹分拣方面比Figure 03的性能提高了45%,同时成本降低了70%。此外,该公司开源了HOST,这是一个使人形机器人能够从简短的视频演示中学习新技能的框架,学习时间最短可达29秒,成功率达到62%。这种方法将具身智能训练从漫长的离线过程转变为快速、即时的模仿。 AI

影响 通过实现快速技能获取和降低硬件成本,加速了具身智能的发展。

排序理由 一家AI机器人公司发布了重要的产品和性能公告。

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X Square Robot展示了更便宜、更快的具身智能及其新的学习框架

报道来源 [4]

  1. Pandaily TIER_1 English(EN) · [email protected] (Pandaily) ·

    具身智能的“DeepSeek时刻”:X Square Robot以70%的硬件成本优势超越Figure 03

    In a one-hour livestream, X Square Robot's dual-arm system with standard grippers sorted 1,816 parcels, a short-burst throughput 45% above Figure 03's 200-hour benchmark of 1,248 parcels per hour, at roughly 70% lower hardware cost. The WALL-B world unified model carries the comp…

  2. Pandaily TIER_1 English(EN) · [email protected] (Pandaily) ·

    29秒学会短视频,X Square Robot的HOST正在改变具身智能的配方

    X Square Robot has open-sourced HOST, an inference-time learning framework that lets a humanoid robot watch a 29-second human demonstration and reproduce the skill at 62 percent success. The approach flips the embodied-AI recipe from offline fine-tuning to on-the-fly imitation.

  3. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    X Square Robot 开源了 HOST,一个允许人形机器人从 29 秒视频中学习技能并在首次尝试时以 60% 的成功率复现的框架

    X Square Robot has open-sourced HOST, a framework allowing humanoid robots to learn skills from a 29-second video and reproduce them on the first attempt with 62 percent success. The approach replaces hours of offline fine-tuning with inference-time learning, potentially transfor…

  4. r/singularity TIER_2 English(EN) · /u/yogthos ·

    X Square 机器人展示在真实世界物流运营中的具身智能

    <table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1vp7wcm/x_square_robot_demonstrates_embodied_ai_in/"> <img alt="X Square Robot Demonstrates Embodied AI in Real-World Logistics Operations" src="https://external-preview.redd.it/ogY9gpWlt87KHzfmG-Wi8SvgVRxiHI…