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美的洗衣机荆州工厂获WRCA认证首个智能体工厂 打造智能体工厂新范式
WRCA世界纪录认证官马克西姆表示,本次认证不仅标志着美的荆州工厂成为首个在多个维度实现多智 能体场景规模化协同运行的智能制造标杆,更以深度覆盖全业务的智能场景,为全球制造业树立了高 效、灵活、韧性的智能生态新标杆,彰显中国在突破性智能制造技术整合与应用上的引领地位,具有划 时代的里程碑意义。 全自研工厂大脑 据介绍,该工厂14个智能体覆盖了38个核心生产业务场景并依托"美的工厂大脑"进行协同,深度融合美 的制造经验、大模型技术与具身机器人技术,具备从感知、决策、执行、反馈到持续优化的端到端能 力。该工厂实践结果表明,在多个制造业核心场景,智能体以秒级响应完成传统人工小时级任务,平均 提效80%以上,其中排产响应速度提升90%。 经过现场核查、技术架构剖析及数据验证,WRCA世界卓越认证评审委员会一致认为,美的以"多智能 体协同架构"重构生产逻辑,在行业内首次实现覆盖能源、生产、品控、运维等全场景的AI智能体自主 服务与协同,其技术架构(Agent自主决策+工业领域大模型融合+具身交互)、场景广度(38个已上线 智能体场景)、落地深度(从整个工厂、车间、产线进而深入到工位)均无现有对标案例,定义了生产 制造的 ...
3个月!搞透具身大脑+小脑算法
具身智能之心· 2025-08-27 00:04
在通往通用人工智能(AGI)的探索中,具身智能逐渐成为关键方向之一。相比于传统的预设动作序列不 同,具身智能强调智能体与物理环境的交互与适应,聚焦于如何让智能体具备在物理世界中感知环境、理 解任务、执行动作并反馈学习的能力。 具身智能的技术演进 具身智能技术的发展经历了从低层感知到高层任务理解与泛化的持续演进,其核心目标是不断提升机器人 在真实世界中自主感知、理解和行动的能力。 第一阶段: 技术研究主要聚焦于抓取位姿检测(Grasp Pose Detection),通过点云或图像预测合适的末端 执行器姿态,实现静态物体的抓取。然而这一阶段的策略多为单步决策,缺乏对任务上下文和动作序列的 建模,难以胜任复杂操作任务。 第二阶段: 技术研究逐步迈入行为克隆(Behavior Cloning)阶段,机器人可以借助专家演示数据学习从感 知到控制的端到端映射,具备了模仿人类完成复杂任务的能力。但这一阶段也暴露出了泛化能力弱、误差 累积、在多目标场景中表现不佳等问题。 国内外相关领域产业分析 近2年,许多具身明星团队陆续出来创业,成立了多家非常有价值的公司。星海图、银河通用、逐际动力等 团队陆续从实验室走向商业和工业界, ...
3个月!完成你的具身大脑+小脑算法学习
具身智能之心· 2025-08-25 00:04
在通往通用人工智能(AGI)的探索中,具身智能逐渐成为关键方向之一。相比于传统的预设动作序列不 同,具身智能强调智能体与物理环境的交互与适应,聚焦于如何让智能体具备在物理世界中感知环境、理 解任务、执行动作并反馈学习的能力。 而具身智能领域最重要的两个部分:大脑和小脑构成了具身机器人最重要的模块,如果类比于人,大脑负 责思考感知(主导语义理解和任务规划),小脑负责执行(高精度的运动执行)。 国内外相关领域产业分析 近2年,许多具身明星团队陆续出来创业,成立了多家非常有价值的公司。星海图、银河通用、逐际动力等 团队陆续从实验室走向商业和工业界,推动具身本体和大小脑技术的不断进步。 国内传统大厂,华为于2024年底启动"全球具身智能产业创新中心",与乐聚机器人、大族机器人等企业合 作,共同建设具身智能大脑、小脑等关键技术;京东自2025年5月以来连续投资智元机器人、千寻智能、逐 际动力等多家公司,以强化其在物流科技与家庭服务场景中的效率与服务能力。此外,腾讯、蚂蚁集团、 小米等科技巨头也积极通过战略投资与合作布局,加快构建具身智能产业生态。 国外方面,Tesla/Figure AI在工业与物流机器人应用上持续推进 ...
3个月!搞透VLA/VLA+触觉/VLA+RL/具身世界模型等方向!
具身智能之心· 2025-08-22 00:04
Core Viewpoint - The exploration of Artificial General Intelligence (AGI) is increasingly focusing on embodied intelligence, which emphasizes the interaction and adaptation of intelligent agents within physical environments, enabling them to perceive, understand tasks, execute actions, and learn from feedback [1]. Industry Analysis - In the past two years, numerous star teams in the field of embodied intelligence have emerged, establishing valuable companies such as Xinghaitu, Galaxy General, and Zhujidongli, which are advancing the technology of embodied intelligence [3]. - Major domestic companies like Huawei, JD, Tencent, Ant Group, and Xiaomi are actively investing and collaborating to build a robust ecosystem for embodied intelligence, while international firms like Tesla and investment institutions are supporting companies like Wayve and Apptronik in the development of autonomous driving and warehouse robots [5]. Technological Evolution - The development of embodied intelligence has progressed through several stages: - The first stage focused on grasp pose detection, which struggled with complex tasks due to a lack of context modeling [6]. - The second stage involved behavior cloning, allowing robots to learn from expert demonstrations but revealing weaknesses in generalization and performance in multi-target scenarios [6]. - The third stage introduced Diffusion Policy methods, enhancing stability and generalization by modeling action sequences, followed by the Vision-Language-Action (VLA) model phase, which integrates visual perception, language understanding, and action generation [7][8]. - The fourth stage, starting in 2025, aims to integrate VLA models with reinforcement learning, world models, and tactile sensing to overcome current limitations [8]. Product and Market Development - The evolution of embodied intelligence technologies has led to the emergence of various products, including humanoid robots, robotic arms, and quadrupedal robots, serving industries such as manufacturing, home services, dining, and medical rehabilitation [9]. - The demand for engineering and system capabilities is increasing as the industry shifts from research to deployment, necessitating higher engineering skills for training and simulating strategies on platforms like Mujoco, IsaacGym, and Pybullet [23]. Educational Initiatives - A comprehensive curriculum has been developed to cover the entire technology route of embodied "brain + cerebellum," including practical applications and real-world projects, aimed at both beginners and advanced learners [10][20].
VLA/VLA+触觉/VLA+RL/具身世界模型等方向教程来啦!
具身智能之心· 2025-08-18 00:07
Core Viewpoint - The exploration of Artificial General Intelligence (AGI) is increasingly focusing on embodied intelligence, which emphasizes the interaction and adaptation of intelligent agents within physical environments, enabling them to perceive, understand tasks, execute actions, and learn from feedback [1]. Industry Analysis - In the past two years, numerous star teams in the field of embodied intelligence have emerged, leading to the establishment of valuable companies such as Xinghaitu, Galaxy General, and Zhujidongli, which are advancing the technology of embodied intelligence [3]. - Major domestic companies like Huawei, JD.com, Tencent, Ant Group, and Xiaomi are actively investing and collaborating to build a robust ecosystem for embodied intelligence, while international players like Tesla and investment firms are supporting companies like Wayve and Apptronik in the development of autonomous driving and warehouse robots [5]. Technological Evolution - The development of embodied intelligence has progressed through several stages: - The first stage focused on grasp pose detection, which struggled with complex tasks due to a lack of context modeling [6]. - The second stage involved behavior cloning, allowing robots to learn from expert demonstrations but revealing weaknesses in generalization and performance in multi-target scenarios [6]. - The third stage introduced Diffusion Policy methods, enhancing stability and generalization by modeling action sequences, followed by the emergence of Vision-Language-Action (VLA) models that integrate visual perception, language understanding, and action generation [7]. - The fourth stage, starting in 2025, aims to integrate VLA models with reinforcement learning, world models, and tactile sensing to overcome current limitations [8]. Product and Market Development - The evolution of embodied intelligence technologies has led to the emergence of various products, including humanoid robots, robotic arms, and quadrupedal robots, serving industries such as manufacturing, home services, dining, and medical rehabilitation [9]. - The demand for engineering and system capabilities is increasing as the industry shifts from research to deployment, necessitating training in platforms like Mujoco, IsaacGym, and Pybullet for strategy training and simulation testing [23]. Educational Initiatives - A comprehensive curriculum has been developed to cover the entire technology route of embodied "brain + cerebellum," including practical applications and advanced topics, aimed at both beginners and those seeking to deepen their knowledge [10][20].
场内竞技场外互动!首程控股叶芊:“让机器人离生活越来越近”
Zheng Quan Shi Bao· 2025-08-16 13:21
Group 1: Event Overview - The World Humanoid Robot Games, the first large-scale competition centered around humanoid robots, opened on August 14 at the National Speed Skating Hall in Beijing [1] - 280 teams from 16 countries participated in 487 matches across 26 events from August 15 to 17, showcasing advancements in intelligent decision-making and collaborative movement in humanoid robots [1] Group 2: Company Involvement - Shou Cheng Holdings (0697.HK) played a significant role in the event by providing robotic equipment and establishing a public "Shou Cheng Robot Technology Experience Store" outside the venue [1][2] - The experience store spans nearly 200 square meters and features over 200 robots and smart products from various ecosystem partners, covering areas such as smart home, children's education, AI entertainment, and outdoor sports [1][2] Group 3: Strategic Focus - Shou Cheng Holdings has been building a comprehensive support system for the robotics industry, focusing on "capital operation + asset integration" as its core strategy [2] - The company has invested in numerous innovative robotics firms, including Yushu Technology and Galaxy General, targeting advanced fields such as embodied intelligence, industrial automation, surgical robots, and AI perception and decision-making systems [2] Group 4: Product Demonstrations - The showcased products at the experience store include AI medical consultation devices and humanoid robots capable of performing various facial expressions and movements, demonstrating the integration of AI models with robotic forms [2][3] - The experience store features interactive areas for children and showcases the most popular cleaning robots, indicating strong public interest in robotics [2][3] Group 5: Future Plans - The Shou Cheng Robot Technology Experience Store is planned to operate long-term, with the first store located in Beijing Rongshi Plaza, expected to open by 2025 [3] - This store will serve as a platform to validate market acceptance of invested companies' products and connect B2B, B2C, and G2B demands [3]
场内竞技场外互动!首程控股叶芊:“让机器人离生活越来越近”
证券时报· 2025-08-16 13:19
Core Viewpoint - The article highlights the World Humanoid Robot Games held in Beijing, showcasing advancements in humanoid robotics and the involvement of Shoucheng Holdings in promoting the industry through a public robotics experience store [1][2]. Group 1: Event Overview - The World Humanoid Robot Games took place from August 15 to 17, featuring 280 teams from 16 countries competing in 487 events across 26 categories [2]. - The event aims to demonstrate cutting-edge achievements in intelligent decision-making and collaborative movement in humanoid robots [2]. Group 2: Company Involvement - Shoucheng Holdings provided support for the event by supplying robotic equipment and establishing a 200㎡ robotics experience store outside the venue, aimed at bridging the gap between technology and the public [2][3]. - The company has been actively investing in various robotics firms, including Yushu Technology and Galaxy General, focusing on areas such as embodied intelligence, industrial automation, surgical robots, and AI perception systems [2]. Group 3: Robotics Experience Store - The experience store features over 200 robotic and smart products from various partner companies, covering sectors like smart home, children's education, AI entertainment, and outdoor sports [2]. - The store is designed to make robotics more relatable to everyday life, with interactive areas for children and demonstrations of advanced robotic capabilities [3][4]. Group 4: Product Highlights - Notable products include humanoid robots capable of facial recognition and expression, AI medical consultation devices, and exoskeleton robots for rehabilitation and outdoor activities [3][4]. - The AI companion robot has shown strong sales performance in Japan, indicating positive market reception for robotics products [4].
场内机器人竞技,场外直接互动!首程控股叶芊:“让机器人离生活越来越近”
Group 1 - The World Humanoid Robot Games, the first large-scale competition centered around humanoid robots, opened in Beijing with 280 teams from 16 countries participating in 487 matches across 26 events from August 15 to 17 [1] - Shou Cheng Holdings (0697.HK) plays a significant role in the event by providing robotic equipment and establishing a public "Shou Cheng Robot Technology Experience Store" outside the venue, showcasing over 200 robotic and smart products from various partner companies [1][2] - The experience store covers an area of nearly 200 square meters and features products in diverse fields such as smart home, children's education, AI entertainment, smart wearables, and outdoor sports [1] Group 2 - Shou Cheng Holdings has been building a comprehensive support system for the robotics industry, focusing on "capital operation + asset integration" and investing in numerous innovative robotics companies, including Yu Shu Technology and Galaxy General [2] - The company aims to bridge the gap between robotics technology and everyday life through its experience store, which is designed to be a window for robotics technology to enter daily life [2][3] - The experience store will serve as a long-term operational platform, with the first store located in Beijing's Rongshi Plaza, expected to open by 2025, facilitating connections between B-end, C-end, and G-end demands [3]
新老航天员完美配合!神二十乘组圆满完成第三次出舱活动
Yang Shi Wang· 2025-08-16 03:01
Core Points - The Shenzhou-20 crew successfully completed their third extravehicular activity (EVA) on August 15, 2023, lasting approximately 6.5 hours [1] - Astronaut Chen Dong became the Chinese astronaut with the most EVAs, marking his sixth outing [3] - The main tasks included inspecting key equipment and facilities outside the space station, which will aid in future model development and thermal control technology [5][6] Summary by Sections - **EVA Completion** - The Shenzhou-20 crew, consisting of Chen Dong, Chen Zhongrui, and Wang Jie, completed their third EVA successfully [1] - The EVA involved critical tasks such as the installation of space debris protection devices and external facility inspections [6] - **Astronaut Activities** - Chen Dong opened the hatch and exited the module, becoming the astronaut with the highest number of EVAs in China [3] - Wang Jie conducted his first EVA, becoming the second flight engineer to perform an extravehicular activity [5] - **Technical Objectives** - The EVA focused on identifying thermal characteristics of key external equipment to analyze their operational status [5] - The data collected will support future developments in thermal control technology and spacecraft design [5]
朝阳奥园机器人嘉年华启幕,六大板块带你零距离“触碰”未来
Core Viewpoint - The 2025 Chaoyang Robot Carnival, held from August 15 to 17 at the Beijing Olympic Tower, aims to showcase the latest achievements in robotics and intelligent manufacturing in Chaoyang District, integrating technology with cultural and recreational experiences [1][10]. Group 1: Event Overview - The carnival features six thematic sections and interactive displays, allowing the public to experience cutting-edge technology and its intersection with fashion and leisure [1]. - The event is part of the 2025 World Humanoid Robot Games and serves as a significant supplementary activity [1]. Group 2: Industrial Robotics Highlights - Key exhibits include a harvesting robot from the Institute of Automation, Chinese Academy of Sciences, an explosion-proof robot from Qiteng Technology, and a robotic arm from Heshan Technology, showcasing applications in high-end manufacturing and frontier engineering [3]. Group 3: Humanoid and Health Robotics - The humanoid robot display area will feature various unique humanoid robot products from multiple companies [7]. - The future health section will present rehabilitation robots, elderly care robots, and various smart fitness and health terminals, illustrating new scenarios in smart health [7]. Group 4: Innovative Experience Zone - The innovative experience area will include children's learning machines, coffee robots, desktop 3D printers, and AI digital humans, allowing visitors to engage interactively with technology [7]. Group 5: Integration of Resources - The carnival represents an important attempt by Chaoyang District to integrate technology, culture, commerce, tourism, and sports resources, exploring new scenarios of "technology + culture" [10].