World's First Universal Humanoid Robot Cerebellum Achieves Zero-Shot Generalization
量子位 QbitAI39 days agoPaperA team has released what it claims is the world's first universal "cerebellum" for humanoid robots — a general-purpose low-level motion-control module. The system was trained on the largest known human motion dataset, comprising 20,000 hours of recorded actions. The result is a controller capable of zero-shot generalization, meaning it can drive robot motion on new tasks or platforms without task-specific retraining.
AI Coding Agents Can Autonomously Direct Robot Training, NVIDIA Demonstrates
Ars Technica AI40 days agoPaperNVIDIA has introduced a self-improvement program for robots that delegates training direction to teams of AI coding agents rather than human engineers. The system enabled robots to learn precise physical tasks, including installing GPUs and cutting zip-ties. The approach signals that agentic AI paradigms developed for software are now being applied to embodied robotics training pipelines.
From Hugging Face Hub to Robot Hardware with Strands Agents and LeRobot
Hugging Face Blog41 days agoTutorialA Hugging Face blog post co-authored with Amazon demonstrates how to take AI models from the Hugging Face Hub all the way to running on physical robots. The integration combines Amazon's open-source Strands Agents agentic framework with Hugging Face's LeRobot robotics library to create an end-to-end pipeline. The result is a practical path for developers to deploy Hub-trained policies and models onto real robot hardware using agent-based orchestration.
Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence
Hacker News (AI keywords)42 days agoReleaseAlibaba's Qwen team has announced Qwen-Robot Suite, a suite of foundation models targeting physical world intelligence — AI systems that reason about and interact with real environments. The release expands the Qwen ecosystem beyond language and vision into embodied and robotic AI, a domain demanding integrated perception, spatial reasoning, and physical action generation. The suite format suggests multiple specialized components, potentially suited to manipulation, locomotion, and instruction-following tasks in robotic deployments.
Triple Launch: Alibaba Debuts Its First Embodied AI Model Series, Qwen-Robot
量子位 QbitAI42 days agoReleaseAlibaba has announced three simultaneous releases under the Qwen-Robot banner, marking the company's first dedicated embodied AI model series. The launch extends the established Qwen model family — previously spanning language, multimodal, and code domains — into robotics and physical-world interaction. The triple-release strategy signals Alibaba is treating embodied AI as a core pillar rather than an experimental side effort.
Agents Finally Get a Body: Reflections and Practice Behind Jiuwen Symbiosis
量子位 QbitAI45 days agoCommentaryBased only on the title, the article appears to discuss Jiuwen Symbiosis as a project or framework aimed at making AI agents less abstract and more physically or operationally embodied. It likely focuses on the thinking and implementation choices behind that direction. No article body was provided, so specific capabilities, company details, technical architecture, benchmarks, or release claims cannot be verified.
BEV Enters Embodied AI: Robot Data Moves Toward the Scaling Fast Track
量子位 QbitAI46 days agoCommentaryThe article title suggests a discussion of bringing BEV, or bird’s-eye-view perception, into embodied intelligence. It appears to frame robot data as a scaling bottleneck and points to a cross-dimensional approach for accelerating data use. Because no body text is provided, the specific method, company claims, benchmarks, and product details cannot be verified.
World’s First Robot Training Property: 300,000 Chinese Homes for Robots
量子位 QbitAI50 days agoReleaseDaxiao Robot and CUHK MMLab introduced Kairos-Homeworld, an open project with 300,000 Chinese residential floor plans and 5,000 interactive 3D home scenes. It can generate full household environments from prompts, including layouts, furniture, objects, and physical properties. The article frames it alongside Kairos 3.0-4B as part of a broader embodied AI stack: world model, data, and environment.
Huawei Cloud Launches Agentic AI Products for Enterprise AI Infrastructure★ 72
量子位 QbitAI50 days agoReleaseHuawei Cloud announced an Agentic Infra framework at its INSPIRE event, covering token generation, persistent memory, unified scheduling, and secure autonomous runtime. The release includes AICS, AMS, CCE Volcano Next, AgentSphere, ModelArts Next, AgentArts, and the open-source openJiuwen project. It also introduced industry AI zones, CloudRobo for embodied AI, security offerings, and an ecosystem plan with major Chinese model vendors.
NVIDIA Cosmos 3: An Open Omni-model for Physical AI Reasoning and Action
Hugging Face Blog57 days agoReleaseHugging Face Blog announces NVIDIA Cosmos 3, described as the first open omni-model for Physical AI reasoning and action. The title indicates a focus on AI systems that interact with physical-world scenarios rather than only text generation. Because the article body was not provided, its architecture, supported modalities, license, downloadable assets, benchmarks, and deployment requirements cannot be verified from the available material.
3D-printable humanoid legs let robotics experiments run wild
Ars Technica AI62 days agoHardwareArs Technica reports that Hugging Face has introduced a roughly $2,500 bipedal humanoid robot project built around 3D-printable legs. The effort targets builders and researchers rather than mainstream consumers, lowering the hardware barrier for hands-on robotics experiments. Its broader significance is in open, reproducible embodied AI research, where models and control systems need physical platforms for testing.
Gemini Robotics-ER 1.6 發布：透過強化具身推理，賦能真實世界機器人任務★ 85
Google DeepMind Blog105 days agoReleaseGoogle DeepMind has officially announced its latest breakthrough in the field of embodied AI — **Gemini Robotics-ER 1.6**. This model is specifically designed…
Waypoint-1.5：讓家用 GPU 也能運行高保真度互動式虛擬世界★ 75
Hugging Face Blog110 days agoReleaseAs artificial intelligence advances toward Embodied AI and real-world physical interaction, high-fidelity 3D simulation environments have long been an…
Hugging Face 發布 LeRobot v0.5.0：全面擴展開源機器人學習的各個維度★ 80
Hugging Face Blog141 days agoReleaseHugging Face has officially released version 0.5.0 of its open-source robot learning library, LeRobot, under the theme "Scaling Every Dimension." Since its…
NVIDIA 推出 Cosmos Reason 2：為具身智能與物理 AI 注入先進推理能力★ 85
Hugging Face Blog203 days agoReleaseNVIDIA and Hugging Face have jointly announced the launch of the new Cosmos Reason 2 model, marking a major breakthrough in the fields of Physical AI and…
NVIDIA 攜手 Hugging Face，透過 DGX Spark 與 Reachy Mini 賦予 AI 代理實體生命★ 80
Hugging Face Blog204 days agoReleaseThis article from the Hugging Face blog reveals the latest collaborative breakthrough between NVIDIA and Hugging Face in the fields of Embodied AI and physical…
參加 AMD 開源機器人黑客松 (AMD Open Robotics Hackathon)
Hugging Face Blog256 days agoReleaseHugging Face and chip giant AMD have jointly announced the "AMD Open Robotics Hackathon," an event designed to inspire developers, researchers, and makers…
Gemini Robotics 1.5 發表：將 AI Agent 帶入實體世界，賦能機器人感知、規劃與工具操作★ 85
Google DeepMind Blog277 days agoReleaseGoogle DeepMind has officially announced the launch of Gemini Robotics 1.5, marking the formal entry of AI Agent technology into the physical world and…
LeRobotDataset:v3.0 發布：為 Hugging Face 機器人平台引入大規模數據集支援★ 75
Hugging Face Blog315 days agoReleaseHugging Face has officially released `LeRobotDataset:v3.0`, a critical technical upgrade to its open-source robot learning library `lerobot`, with the core…
非同步機器人推論：解耦動作預測與執行★ 75
Hugging Face Blog383 days agoOpinionIn the fields of robot learning and embodied AI, enabling controllers based on deep learning or large language/vision models (VLAs) to run in real time has…
Reachy Mini：為當下與未來 AI 開發者打造的開源機器人★ 75
Hugging Face Blog384 days agoReleaseHugging Face recently announced a collaboration with Pollen Robotics to launch a new open-source robotics platform called "Reachy Mini," designed to provide…
Google DeepMind 推出 Gemini Robotics On-Device：為本地機器人設備帶來高效能、具備通用靈巧性與快速適應能力的 AI 模型★ 85
Google DeepMind Blog399 days agoReleaseGoogle DeepMind has released the "Gemini Robotics On-Device" model, a significant breakthrough that brings advanced Gemini AI capabilities directly to local…
結合 NVIDIA 與 Hugging Face：如何為 LeRobot SO-101 機械手臂後訓練 Isaac GR00T N1.5 模型★ 75
Hugging Face Blog411 days agoTutorialAs embodied AI develops rapidly, deploying powerful robotics foundation models onto specific hardware has become a key challenge. NVIDIA and Hugging Face have…
SmolVLA：基於 LeRobot 社群數據訓練的高效視覺-語言-動作（VLA）模型★ 75
Hugging Face Blog420 days agoReleaseHugging Face has recently taken an important step in the field of embodied AI, officially launching **SmolVLA** — a lightweight Vision-Language-Action (VLA)…
LeRobot 社群資料集：機器人領域的「ImageNet」何時到來？如何實現？★ 80
Hugging Face Blog443 days agoOpinionIn the history of artificial intelligence, the appearance of the ImageNet dataset in 2012 is widely recognized as the key catalyst that ignited the deep…
Hugging Face 收購 Pollen Robotics，將開始銷售開源機器人硬體★ 85
Hugging Face Blog470 days agoBusinessHugging Face, the world's largest open-source AI community platform, has been actively expanding into embodied AI and robotics in recent years. This…
NVIDIA 於 GTC 2025 為實體 AI 開發者帶來重大發表：推出全新開源模型與資料集★ 85
Hugging Face Blog497 days agoReleaseAt NVIDIA GTC 2025, NVIDIA unveiled a remarkable set of new open-source models and datasets for the field of "Physical AI" — also known as embodied…
Hugging Face 推出 LeRobot 自動駕駛資料集：全球最大開源自動駕駛資料庫正式上線★ 85
Hugging Face Blog504 days agoRelease### Hugging Face LeRobot Enters New Territory: Launches the World's Largest Open-Source Autonomous Driving Dataset Hugging Face's open-source robotics project…
π0 與 π0-FAST：用於通用機器人控制的視覺-語言-動作（VLA）模型★ 85
Hugging Face Blog539 days agoReleasePhysical Intelligence, a Physical AI startup founded by robotics luminary Sergey Levine and others, has officially open-sourced its flagship robot foundation…
萬事通，局部精通：Hugging Face 發表多功能 Transformer 代理人 JAT★ 75
Hugging Face Blog827 days agoReleaseIn the field of artificial intelligence, developing a "Generalist Agent" — one capable of chatting, writing, controlling robots, and playing video games all at…