具身机器人

具身智能(Embodied Intelligence)是指能够感知、理解并与物理世界交互的智能体——AI 从数字世界走向物理世界的关键路径。

行业全景

产业正从技术验证转向规模化商业落地:

  • 资本:2025 年全年融资超 380 亿元(305+ 起),同比 4 倍增长;海外 Physical Intelligence 39B 估值
  • 量产:2026 年被视为”量产元年”——优必选 Walker S2 千台下线,智元机器人出货 5100 台,宇树科技人形机器人 1500 台
  • 市场:2024 年中国具身智能市场超 8000 亿元,2026 年有望破万亿
  • 工厂Figure AI BMW 工厂量产部署(30K 辆车),Tesla Fremont 产线转产 Optimus,Boston Dynamics Atlas 产能 2026 全部预定
  • 政策:深圳、北京等地出台具身智能专项行动计划

产业里程碑

时间事件
2024-10Physical Intelligence 发布 π0,首个通用机器人基础模型
2025-03Google DeepMind 发布 Gemini Robotics;NVIDIA 发布 GR00T N1;Figure AI 建成 BotQ 工厂(年产 12K)
2025-04π0.5 实现开放世界泛化,openpi 开源
2025-06Gemini Robotics On-Device 发布,端侧部署;宇树科技 C 轮完成(估值 120 亿+)
2025-09Figure AI 39B 估值);自变量机器人 开源 WALL-OSS
2025-10Figure AI 发布 Figure 03;1X 发布 NEO 消费级人形机器人($20K)
2025-11π*0.6 发布(RECAP 强化学习);Physical Intelligence 5.6B);无界动力天使轮 3 亿
2025-12优必选 Walker S2 千台下线;智元机器人出货 5100+ 台;银河通用超 3 亿美元融资
2026-01Boston Dynamics CES 发布电动 Atlas 产品版;自变量机器人 A++ 轮 10 亿
2026-02Figure AI BMW Leipzig 部署(欧洲首个人形机器人产线);Google DeepMindBoston Dynamics 合作
2026-03NVIDIA GTC 发布 GR00T N2;银河通用 25 亿元新一轮(估值 200 亿+,中国具身第一)

技术栈

层级功能代表技术
大脑 Brain任务理解 · 语义推理 · 规划VLA/VLM(π0, Gemini Robotics, WALL-A)
小脑 Cerebellum运动控制 · 步态规划 · 动力学MPC · 强化学习 · 全身控制
本体 Body关节执行 · 灵巧操作 · 感知力控关节 · 灵巧手 · 触觉/力传感
数据 Data训练数据获取与增强真实采集 · Sim2Real · 合成数据

关键技术路线

路线代表核心特点
端到端 VLAπ0 / π0.5 / π*0.6, Gemini Robotics视觉-语言-动作统一,通用泛化
双系统架构GR00T N1/N2, Helix, EFM-1快/慢系统分离——快速反应 + 认知决策
VLA + 世界模型WALL-A(自变量机器人VLA 与世界模型深度融合,具身思维链
力控为中心Noematrix Brain(穹彻智能力反馈驱动决策与操作
合成数据驱动GraspVLA(银河通用降低对真实数据的依赖
低资源高效KAI0 (HKU MMLab)20h 演示 + 8×A100 实现高可靠操作

详细模型对比与技术分析见 具身机器人大模型&机器人公司

产业趋势(2025—2026)

  1. VLA 产品化:从实验室 demo 走向产品级部署——Gemini Robotics On-Device 端侧方案、GR00T N2 开源、π 系列持续迭代
  2. 量产规模化:头部企业进入万台级产能——Figure AI BotQ 12K/年、Tesla Giga Texas 目标千万台、Boston Dynamics Atlas 2026 产能已售罄
  3. 消费级入场1X NEO $20K 起、宇树科技 R1 3.99 万起,消费级人形机器人元年
  4. 数据基础设施:多地密集布局数据采集中心和专用训练场,合成数据(银河通用)与 Sim2Real 并行
  5. 资本集中化:马太效应加剧——银河通用累计第一(估值 200 亿+)、自变量 30 亿+、PI 39B
  6. 开源加速:openpi、GR00T N1/N2、WALL-OSS 开源推动行业生态
  7. 工业量产落地Figure AI BMW 工厂(30K 辆车生产协助)、银河通用 × 宁德时代、优必选 × 比亚迪/极氪

公司图谱

NameAliasesDescriptionDomainTierFoundedFoundersFunding_stageInvestorsHomepage
1X-全球首款消费级人形机器人 NEO 的创造者,已开放预购,$20,000 起。Full Stack HumanoidTier 12014Bernt Øivind BørnichSeries B ($137M raised)OpenAI, Tiger Global, EQT Ventures, SoftBank, Samsung NEXThttps://www.1x.tech
Agility Robotics-Maker of Digit, a bipedal robot designed for logistics and warehouse automation.Full Stack HumanoidTier 12015Damion Shelton, Jonathan HurstSeries BAmazon, DCVChttps://agilityrobotics.com
Apptronik-Developing Apollo, a general-purpose humanoid robot designed for the workforce.Full Stack HumanoidTier 12016Jeff Cardenas, Luis SentisSeries AMercedes-Benzhttps://apptronik.com
Boston Dynamics-Atlas、Spot、Stretch 的创造者,动态机器人领域标杆。2025 年部署 500+ 机器人,营收约 $1.3 亿。Full Stack Humanoid / QuadrupedTier 11992Marc Raibert (Founder), Robert Playter (CEO)Acquired (Hyundai)Hyundai Motor Grouphttps://www.bostondynamics.com
Covariant-一家专注于为机器人构建基础 AI 模型的公司。技术依赖于机器人与现实世界的交互产生的体验和反馈。Embodied AI SoftwareTier 12017Peter Chen, Pieter AbbeelSeries CIndex Ventures, Amplify Partnershttps://covariant.ai
Figure AI-全栈人形机器人公司,Figure 03 + Helix VLA,已在 BMW 工厂量产部署。Full Stack HumanoidTier 12022Brett AdcockSeries C ($39B valuation)Intel, NVIDIA, Qualcomm, Salesforce, Jeff Bezos, Microsoft, OpenAIhttps://www.figure.ai
Generalist-致力于构建具身基础模型,首要关注灵巧性。Embodied AI ResearchTier 12024-Seed/Series ASpark Capital, NVIDIA, Boldstart, Bezos Expeditions, NFDGhttps://generalistai.com/
Google DeepMind-Alphabet 旗下 AI 研究部门,Gemini Robotics 系列是最强推理能力的具身 VLA。Embodied AI ResearchTier 12010Vincent Vanhoucke (Robotics Lead)Internal Division (Alphabet)Alphabethttps://deepmind.google/discover/robotics
Intrinsic-Alphabet subsidiary democratizing access to robotics software.Robotics SoftwareTier 12021Wendy Tan White (CEO)Subsidiary (Alphabet)Alphabethttps://intrinsic.ai
Luma AI-专注于 3D 捕捉和生成的 AI 公司,其 Dream Machine 和 Genie 模型致力于构建视觉世界模型,为具身智能提供理解 3D 空间的能力。3D Generation / Spatial IntelligenceTier 12021Amit Jain, Alex YuSeries B ($43M)Andreessen Horowitz, Amplify Partnershttps://lumalabs.ai/
NVIDIA-具身智能平台级玩家,提供 GR00T 基础模型、Isaac 仿真平台、Jetson 计算模组。Embodied AI PlatformTier 11993Jim Fan (GR00T Lead), Dieter FoxPublic (NASDAQ: NVDA)Public Companyhttps://developer.nvidia.com/isaac
Physical Intelligence-具身智能领域最具影响力的 AI 公司,开发通用机器人基础模型 π 系列。Embodied AI SoftwareTier 12023Karol Hausman, Sergey Levine, Chelsea FinnSeries B ($1.1B total, $5.6B valuation)CapitalG (Alphabet), Lux Capital, Thrive Capital, Jeff Bezos, Amazon, Index Ventureshttps://www.physicalintelligence.company
Runway-创意 AI 领域的领军者,其 Gen-3 Alpha 模型被明确定义为“通用世界模型”,旨在模拟现实世界的物理和动态变化。Video Generation / World ModelTier 12018Cristóbal Valenzuela, Alejandro Matamala, Anastasis GermanidisSeries C ($141M+)Google, NVIDIA, Salesforcehttps://runwayml.com/
Sanctuary AI-Developing Phoenix, a general-purpose humanoid robot powered by Carbon AI.Full Stack HumanoidTier 12018Geordie Rose, Suzanne GildertSeries A (Strategic)Verizon Ventures, Workdayhttps://www.sanctuary.ai
Skild AI-研发通用机器人操作系统,驱动机器人自主实现精细化操作。Embodied AI SoftwareTier 12023Abhinav Gupta, Deepak PathakSeries ALightspeed, Coatuehttps://www.skild.ai
Tesla-开发 Optimus 通用人形机器人,计划建设年产千万台工厂。Full Stack HumanoidTier 12003Elon Musk (CEO), Milan Kovac (Optimus Lead)Public (NASDAQ: TSLA)Public Companyhttps://www.tesla.com/AI
Waabi-由 AI 大神 Raquel Urtasun 创立,主打“AI 优先”的自动驾驶卡车技术,核心是高保真闭环模拟器 Waabi World。Autonomous Trucking, SimulationTier 12021Raquel UrtasunSeries B ($200M)Uber, Khosla Ventures, NVIDIAhttps://waabi.ai/
Wayve-英国自动驾驶独角兽,主打“AV 2.0”端到端具身智能,利用生成式世界模型(GAIA-1)训练 AI 驾驶员。AV 2.0, Embodied AITier 12017Alex Kendall, Amar ShahSeries C ($1.05B)SoftBank, NVIDIA, Microsofthttps://wayve.ai/
World Labs-由李飞飞创立,致力于构建能够感知、生成并与 3D 世界互动的空间智能模型(Large World Models)。Spatial Intelligence / World ModelTier 12024Fei-Fei Li (李飞飞), Justin Johnson, Christoph Lassner, Ben MildenhallSeries A (~$230M)Andreessen Horowitz, NEA, Radical Ventureshttps://www.worldlabs.ai/
优必选-全球人形机器人商业化领导者,拥有全栈自研能力。Full Stack HumanoidTier 12012Zhou Jian (周剑)Public (HK: 9880)[object Object], Tencent, Qiminghttps://www.ubtrobot.com
宇树科技-四足机器人全球市占 70%,人形机器人出货量全球领先,IPO 辅导中。Full Stack Humanoid / QuadrupedTier 12016Wang Xingxing (王兴兴)IPO 辅导中 (估值 120 亿+)HongShan (Sequoia China), Shunwei Capital, Horizons Ventures, Meituan, Source Code Capitalhttps://www.unitree.com
小米-致力于研发仿生机器人,推出了 CyberOne 和 CyberDog。Full Stack HumanoidTier 12010Lei Jun (CEO), Robotics Lab TeamPublic (HKG: 1810)Public Companyhttps://www.mi.com/global/cyberone
智元机器人-专注于发展通用人形机器人和具身智能,代表产品为远征 A1。Full Stack HumanoidTier 12023Peng Zhihui (稚晖君), Wang HuilinUnicorn (Series A++++)Hillhouse, Baidu, SAIChttps://www.agibot.com
智源研究院-聚焦人工智能原始创新,推动具身智能模型发展。AI ResearchTier 12018-Research Institute-https://www.baai.ac.cn/
毫末智行-长城汽车孵化的自动驾驶独角兽,推出了 DriveGPT(雪湖·海若)自动驾驶生成式大模型,致力于利用 RLHF 和世界模型解决自动驾驶长尾问题。Autonomous Driving / World ModelTier 12019Zhang Kai (张凯), Gu Weihao (顾维灏)Series B+Great Wall Motor, Qualcomm, Meituanhttps://haomo.ai/
生数科技-清华系 AI 初创公司,推出了中国首个长时长、高一致性视频大模型 Vidu,致力于多模态生成式 AI 和世界模拟。Video Generation / World ModelTier 12023Tang Jiayu (唐家渝), Zhu Jun (朱军)Series AAnt Group, Baidu, Zhipu AIhttps://www.shengshu.com/
腾讯 Robotics X-腾讯企业级机器人实验室,致力于研发先进机器人技术。Full Stack HumanoidTier 12018Zhang Zhengyou (张正友)Internal Division (Tencent)Tencenthttps://roboticsx.tencent.com
自变量机器人-国内唯一同时获字节、美团、阿里投资的具身智能企业,VLA + 世界模型融合路线。Embodied AITier 12023Wang Qian (王潜)A++ (9 轮累计 30 亿+)ByteDance (字节跳动), Meituan (美团), Alibaba (阿里), HongShan (红杉中国), DeepVenture (深创投)https://x2robot.com
银河通用-合成数据驱动的具身智能领军企业,GraspVLA 大模型 + Galbot 机器人,已与宁德时代、博世等深度合作。Embodied AI / HumanoidTier 12023Wang He (王鹤), Yao Tengzhou (姚腾洲)Pre-IPO (累计融资中国具身智能最高, 估值 200 亿+)Meituan, IDG, SAIC, China Mobile, DeepVenture, CATL (宁德时代)https://www.galbot.com
Manifold AI-致力于打造下一代通用世界模型,覆盖室外、室内、空域全场景。World Model, Embodied AITier 1 (Potential)2025Wu WeiSeed/Angel (亿元级)Unknown (Top Tier)https://manifoldai.cn
极佳科技-专注于通用世界模型研发,致力于构建具身智能的“大脑”,通过视频生成模拟物理世界。World Model, Embodied AITier 1 (Potential)2024Huang Tiejun (黄铁军), Lei Zhen (雷臻)Angel/Pre-ABAAIhttp://jijia.ai
Collaborative Robotics-Focusing on practical collaborative robots for logistics.Logistics RoboticsTier 22022Brad PorterSeries BSequoia, Khoslahttps://www.co.robotic
Diligent Robotics-Creators of Moxi, a hospital support robot.Service RoboticsTier 22017Andrea Thomaz, Vivian ChuSeries BTiger Globalhttps://diligentrobots.com
Helm.ai-开创了“Deep Teaching”无监督学习技术,无需大规模标注数据即可训练 AI 理解驾驶环境,本质上是在构建一个自监督的世界模型。Autonomous Driving / Unsupervised LearningTier 22016Vladislav Voroninski, Amitabh ShrivastavaSeries C ($55M)Freeman Group, ACVC Partnershttps://www.helm.ai/
Hugging Face-Open-source robotics initiative providing datasets, models, and tools.Open Source RoboticsTier 22016Remi Cadene (Robotics Lead)Series DLux Capital, Sequoiahttps://huggingface.co/robotics
Mentee Robotics-Developing MenteeBot, a humanoid robot that learns from simulation to reality.Full Stack HumanoidTier 22024Amnon ShashuaStealth/SeedUnknownhttps://www.menteebot.com
Neura Robotics-German company developing 4NE-1, a cognitive humanoid robot.Cognitive RoboticsTier 22019David RegerSeries BHan's Laserhttps://neura-robotics.com
Parallel Domain-提供生成式仿真平台,能够生成物理精确的合成数据(Synthetic Data),充当具身智能训练的“虚拟世界模型”。Synthetic Data, Generative SimulationTier 22017Kevin McNamaraSeries B ($30M)Calibrate Ventures, Costanoa Ventureshttps://paralleldomain.com/
Rainbow Robotics-Korean robotics leader, known for HUBO and collaborative robots.Full Stack HumanoidTier 22011Lee Jung-hoPublic (KOSDAQ)Samsung Electronicshttps://www.rainbow-robotics.com
RoboAgent-Meta 和 CMU 联合打造的 RoboAgent,核心在于多任务动作分块 Transformer(MT-ACT)架构。Embodied AI ResearchTier 22023Meta AI, CMUResearch ProjectMetahttps://robo-agent.github.io/
Robust.AI-Building 'Carter', a collaborative mobile robot for warehouses.Collaborative RoboticsTier 22019Rodney Brooks, Gary MarcusSeries BPlayground Globalhttps://robust.ai
Shadow Robot-Experts in dexterous robotic hands for research and teleoperation.Dexterous HandsTier 21997Rich WalkerPrivateUnknownhttps://www.shadowrobot.com
Standard Bots-Making robotic arms accessible with advanced vision and UI.Industrial ArmsTier 22017Evan BeardSeries BGeneral Catalysthttps://standardbots.com
The Bot Company-Stealth startup by Kyle Vogt focusing on household robots.Household RoboticsTier 22024Kyle VogtSeedUnknownUnknown
VoxPoser-斯坦福大学李飞飞团队提出的 VoxPoser,利用 VLM 和 LLM 的常识知识进行零样本机器人操纵。Embodied AI ResearchTier 22023Fei-Fei Li (李飞飞), Stanford UniversityResearch ProjectStanfordhttps://voxposer.github.io/
乐聚机器人-Developing the 'Kuavo' (夸父) humanoid, first to ship with OpenHarmony OS.Full Stack HumanoidTier 22016Leng Xiaokun (冷晓琨)Series BHaierhttps://www.lejurobot.com
云深处-专注于四足机器人研发,代表产品为绝影系列。Quadruped / HumanoidTier 22017Zhu Qiuguo (朱秋国)Series BUnknownhttps://www.deeprobotics.cn
优理奇-00 后耶鲁博士生创办,主攻 ToC 场景的全栈具身智能公司,单月交付破百台。Full Stack Humanoid (ToC)Tier 22024Yang Fengyu (杨丰瑜)多轮天使 (半年内 5+ 轮,累计超 6 亿)CICC (中金汇融), 洪山资本, 广州产投, 川商基金, 吴中金控, 赛纳资本https://www.unix-group.ai
傅利叶-以康复机器人起家,现布局人形机器人领域,代表产品为 GR-1。Full Stack HumanoidTier 22015Gu Jie (顾捷)Series ESoftBank Vision Fund 2, Aramco, IDG, 国鑫投资, 浦东创投https://www.fftai.com
北京人形机器人创新中心-State-backed innovation center developing the 'Tiangong' (天工) open-source humanoid.Research InstituteTier 22023Xiong Youjun (General Manager)Government InstituteGovernmentUnknown
千寻智能-专注于具身智能与通用人形机器人研发,代表产品为 Spirit 1。Embodied AITier 22024Han Fengtao (韩峰涛)AngelUnknownUnknown
小鹏机器人-小鹏汽车生态体系下的机器人公司,专注于四足及双足机器人研发。Full Stack HumanoidTier 22020He XiaopengInternal Division (XPeng)XPenghttps://www.xpeng.com
无界动力-前地平线副总裁创办,聚焦机器人"通用操作大脑",双臂轮式机器人面向工业场景。Embodied AI / ManipulationTier 22025Zhang Yufeng (张玉峰)Angel++ (天使轮累计超 2 亿美元)HongShan (红杉中国), Linear Capital (线性资本), Hillhouse (高瓴创投), Horizon Robotics (地平线), Baidu Ventures (BV百度风投), DeepVenture (深创投), Sinovation (创新工场)Unknown
星动纪元-专注于通用人形机器人研发,代表产品为小星系列。Full Stack HumanoidTier 22023Chen Jianyu (陈建宇)Pre-ALenovo Capitalhttps://www.robotera.com
星尘智能-专注于AI机器人研发,代表产品为 S1 人形机器人。Full Stack HumanoidTier 22022Lai Jie (来杰)Series ABaidu Ventureshttps://www.stardust.ai
星海图-专注于“一脑多形”具身智能机器人研发。Embodied AITier 22023Gao Jiyang (高继扬)Pre-AIDGUnknown
星猿哲-Automating piece picking and palletizing with vision-guided robots.Logistics ManipulationTier 22018Zhou Jiaji (周佳骥)Series B+Capital Todayhttps://xyzrobotics.ai
普渡机器人-商用服务机器人领域的全球标杆企业,专注于配送、清洁等服务机器人。Service RoboticsTier 22016Zhang Tao (张涛)Series CMeituanhttps://www.pudurobotics.com
智身科技-全栈具身智能技术服务商,四足机器人量产交付超 5000 台。2026 具身智能"开年第一融"。Full Stack Quadruped / Embodied AITier 22024-连续多轮 (累计数亿元)智元机器人, 贵安鲲鹏基金, 金马游乐, 科力集团https://zsibot.com/
松灵机器人-Leading mobile robot chassis provider for embodied AI research.Mobile ChassisTier 22016Chen Shuo (陈硕)Series BSequoiahttps://www.agilex.ai
穹彻智能-聚焦“以力为中心”的具身智能大模型和相关基础设施研发,为不同行业提供通用机器人智能解决方案。Embodied AITier 22023Lu Cewu (卢策吾)AngelUnknownUnknown
蓝胖子机器人-AI-powered robotics for logistics and supply chain.Logistics RoboticsTier 22014Deng Hao (邓小白)Series B+Sinovation Ventureshttps://dorabot.com
越疆-专注于智能机械臂及机器人解决方案。ManipulatorsTier 22015Liu Peichao (刘培超)Series D (Pre-IPO)Unknownhttps://www.dobot.cc
达闼机器人-云端机器人运营商,开发 Ginger 系列人形机器人。Cloud RoboticsTier 22015Bill Huang (黄晓庆)Series C (Pre-IPO)SoftBankhttps://www.cloudminds.com
追觅科技-消费级机器人巨头,布局通用人形机器人和四足机器人。Consumer Robotics / HumanoidTier 22017Yu Hao (俞浩)Series C (Unicorn)Xiaomi, IDGhttps://www.dreame.tech
逐际动力-专注于足式机器人运动控制与感知算法,代表产品为双足机器人 CL-1。Full Stack Humanoid / LeggedTier 22022Zhang Wei (张巍)Series ALenovo Capitalhttps://www.limxdynamics.com
非夕科技-Pioneer in adaptive robots with force control.Adaptive RobotsTier 22016Wang Shiquan (王世全)Series B+ (Unicorn)Meituan, Yunfenghttps://www.flexiv.com
Clone Robotics-Developing biomimetic androids with hydraulic muscles.Biomimetic RoboticsTier 32021Dhanush RadhakrishnanSeedUnknownhttps://clonerobotics.com
Enchanted Tools-Developing Miroka, a character-like robot for social interaction.Social RoboticsTier 32021Jérôme MonceauxSeries AUnknownhttps://enchanted.tools
Field AI-Autonomy software for field robots in unstructured environments.Field RoboticsTier 32023Ali AghaSeedUnknownhttps://fieldai.com
GrayMatter Robotics-AI-driven robotics for surface finishing (sanding, polishing).Industrial RoboticsTier 32020Ariyan KabirSeries BBow Capitalhttps://graymatter-robotics.com
K-Scale Labs-Creating open-source humanoid hardware (Stompy) to democratize embodied AI.Open Source HumanoidTier 32024Ben BolteSeedUnknownhttps://kscale.dev
Kind Humanoid-Building Mona, a safe and affordable humanoid for home care.Full Stack HumanoidTier 32023Christoph KohstallSeedUnknownhttps://www.kindhumanoid.com
Machina Labs-Robotic blacksmithing for sheet metal forming.Manufacturing RoboticsTier 32019Edward MehrSeries BInnovation Endeavorshttps://machinalabs.ai
Prosper Robotics-Developing a household robot for chores like laundry and dishes.Household RoboticsTier 32023Shariq HashmeSeedUnknownhttps://prosper.robotics
Reflex Robotics-Developing low-cost, teleop-first general purpose robots for warehouse and logistics.General Purpose RoboticsTier 32022Rian ChandraSeedKhosla Ventureshttps://www.reflexrobotics.com
众擎科技-专注于具身智能机器人研发,代表产品为双足机器人。Full Stack HumanoidTier 32023Zhao Tongyang (赵同阳)Pre-AUnknownhttp://www.engineai.com.cn
加速进化-专注于人形机器人研发,代表产品为 BR002。Humanoid RoboticsTier 32023Cheng Hao (程昊)AngelUnknownUnknown
因时机器人-Leading supplier of micro linear actuators and dexterous hands for humanoids.Components / HumanoidTier 32016Cai Xiaowei (蔡小玮)Series BUnknownhttps://www.inspire-robots.com
帕西尼感知-Specializes in multi-dimensional tactile sensors and dexterous hands.Tactile Sensors / HumanoidTier 32021Nie Xiangru (聂相如)Series AUnknownhttps://www.paxini.com
开普勒-专注于通用人形机器人研发,代表产品为先行者系列。Full Stack HumanoidTier 32023Debo Hu (胡德波)Pre-AUnknownhttps://www.keplerbot.com
本末科技-专注于直驱型精准动力方案及机器人研发,代表产品为轮足机器人。Motors / RoboticsTier 32018Zhang Di (张笛)Series BUnknownhttps://www.directdrivetech.com
松延动力-专注于人形机器人研发,代表产品为通用人形机器人。Humanoid RoboticsTier 32023UnknownAngelUnknownUnknown
魔法原子-由追觅科技孵化的独立机器人企业,致力于全栈自研机器人技术。Service RoboticsTier 32024Wu Changzheng (吴长征)Angel追创创投, 翼朴基金https://www.magicatom.com

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