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English(EN) From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence

具身人工智能通过新架构、开源模型和统一框架取得进展

研究人员正在探索具身机器智能的新架构和框架,旨在创建能够在物理世界中有效推理和行动的智能体。一篇论文基于 Edmund BerkeleyDavid L. Heiserman 的工作,提出了一种“不竭架构”,将符号逻辑与具身认知实践机器设计联系起来。与此同时,中国人工智能公司 MiniMax 发布了开源的 MiniCPM-Robot 系列,包括用于机器人操作和跟踪的模型,旨在以低延迟在真实机器人上高效运行。这些进展得到了标准化模拟器和创建大规模、对齐数据集以训练更具泛化能力的具身智能体的努力的支持。 AI

影响 具身人工智能架构和开源模型的进步可以加速开发更强大、更适应性强的机器人智能体。

排序理由 多篇研究论文和一项新模型发布,重点关注具身人工智能架构、规划和数据基础设施。

在 Hugging Face Daily Papers 阅读 →

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具身人工智能通过新架构、开源模型和统一框架取得进展

报道来源 [5]

  1. arXiv cs.AI TIER_1 English(EN) · Christopher A. Tucker ·

    伯克利和海斯曼作为具身人工智能的未尽架构

    arXiv:2607.16465v1 Announce Type: new Abstract: Edmund C. Berkeley is usually remembered as a writer who helped connect symbolic logic to computing machinery. That description is correct, but incomplete. Read across Berkeley's machine-oriented writings and projects, the central c…

  2. 量子位 (QbitAI) TIER_1 中文(ZH) · 十三 ·

    15亿参数开源通用VLA模型,挺进具身智能第一梯队

    面壁智能发布MiniCPM-Robot系列模型

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    从世界动作模型到具身大脑:开放世界物理智能的路线图

    Artificial general intelligence ultimately requires agents that can reason and act in the physical world. Action models, vision-language-action policies, and world models have advanced this goal, while World Action Models (WAMs) are particularly promising because they connect can…

  4. arXiv cs.CV TIER_1 English(EN) · Peiran Xu, Jiaqi Zheng, Ziyou Wang, Yadong Mu ·

    UniETP:统一环境以实现可泛化的具身任务规划

    arXiv:2607.18062v1 Announce Type: cross Abstract: This paper focuses on the problem of Embodied Task Planning, where an agent is required to execute a sequence of atomic actions within an interactive environment to complete a user-specified task. Though a variety of simulators an…

  5. 雷峰网 (Leiphone) TIER_1 中文(ZH) ·

    WAIC Observation: General Embodied Intelligence Needs a "Physical AI Infrastructure Maniac" in Our Lifetime

    <section style="text-align: justify; margin: 16px 16px 0px; line-height: 1.75em;"><img class="rich_pages wxw-img" src="https://static.leiphone.com/uploads/new/images/20260720/6a5e346e9247a.jpg?imageMogr2/quality/90" style="width: 100%; display: inline-block; text-align: center; b…