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Embodied AI Weekly · 2026-W42 · 10-12 ~ 10-18

Embodied AI Weekly weekly digest
Window: 2026-10-12 ~ 2026-10-18 Sources: HN / arXiv / industry media / official / funding / markets Issue: 2026-W42

🌟 本周亮点

  1. {'title': 'Perceive, Predict, and Plan: a Unified World Action Model for Egocentric Dexterous Manipulation', 'summary': 'We introduce P$^{3}$-WAM, a unified world action model for egocentric dexterous manipulation that learns 3D perception, action-conditioned prediction, and goal-directed planning through three compleme', 'url': 'http://arxiv.org/abs/2610.22363v1'}
  2. {'title': 'ETH Zurich scientists turn WUJI robotic hand into self-propelled mobile manipulator', 'summary': 'Scientists at ETH Zurich have demonstrated how an anthropomorphic robotic hand can use its fingers not only for manipulation but also for locomotion, enabling the hand to crawl, recover from falls and', 'url': 'https://roboticsandautomationnews.com/2026/10/16/eth-zurich-scientists-turn-wuji-robotic-hand-into-self-propelled-mobile-manipulator/105991/'}
  3. {'title': 'Gradient-based Planning for World Models at Longer Horizons', 'summary': '<!-- twitter --> <meta name="twitter:title" content="Gradient-based Planning for World Models at Longer Horizons" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:imag', 'url': 'http://bair.berkeley.edu/blog/2026/04/20/grasp/'}

1️⃣ VLA(视觉-语言-动作模型)

2️⃣ 灵巧手 / 灵巧操作

3️⃣ sim2real / 仿真到真实

4️⃣ 具身模型(感知/规划/控制三层 × 动作生成方式)

5️⃣ 具身智能芯片(机器人计算 / 边缘 NPU)

6️⃣ 制造 / 产线

7️⃣ 市场 / 产业

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