泛化智能

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“泛化智能”发展态势渐趋明朗 机器人技术路径出现分化
Zheng Quan Ri Bao· 2025-08-13 06:43
Core Insights - The 2025 World Robot Conference highlighted the trend of "generalized intelligence" in robotics, with VLA (Vision-Language-Action) models being a prominent topic across various exhibits [1][2] - The human-like robots showcased at the conference demonstrated advanced capabilities in dexterous operations, dynamic behaviors, and adaptability to complex environments, marking a shift from precision efficiency to generalized intelligence [1][2] Group 1: VLA Model Applications - Beijing Galaxy General Robotics introduced a humanoid robot capable of efficiently retrieving items from densely packed shelves, utilizing their self-developed Grocery VLA model for adaptability in diverse environments [2] - Beijing Star Motion Era Technology showcased humanoid robots collaborating in logistics sorting, powered by their end-to-end VLA model, enabling complex movements and continuous service evolution through a feedback loop of data collection and model training [2] Group 2: Differentiated Technical Paths - Leju Robotics presented their full-size humanoid robot "Kua Fu," capable of performing various industrial and commercial tasks, demonstrating the transition of humanoid robots from laboratory settings to practical applications [3] - The company employs a layered planning and model-based reinforcement learning approach, integrating multimodal embodied models for environmental perception and action generation [3][4] Group 3: Commercialization and Future Outlook - UBTECH Robotics emphasized the importance of rapid commercialization, predicting a significant growth phase for the humanoid robot industry around 2027, with expected annual deliveries reaching tens of thousands [5] - The industry is witnessing varied approaches to VLA and reinforcement learning technologies, with the architecture being a critical factor influencing training costs and efficiency [5]
机器人“全明星阵容”大聚会 近百家上市公司参展
Zheng Quan Shi Bao· 2025-08-10 17:35
Core Insights - The 2025 World Robot Conference (WRC 2025) showcased a significant shift in humanoid robots from mere demonstrations to practical applications, indicating rapid development in China's humanoid robot industry [1] Industry Trends - The Chinese robotics industry is evolving from "visible" to "usable," with products transitioning from "single-function" to "multi-functional" and from "individual operation" to "collective intelligence" [2] - Companies are increasingly focusing on "embodied intelligence" and "off-body intelligence," with advancements allowing robots to predict needs and respond proactively [2][4] - The overall revenue of China's robotics industry grew by 27.8% year-on-year in the first half of the year, with industrial and service robot production increasing by 35.6% and 25.5% respectively [4] Commercialization Efforts - Humanoid robots are being developed for companionship, with significant improvements in realism, paving the way for commercialization [4] - Industrial robots are entering a phase of rapid expansion across various sectors, with the country maintaining its position as the largest industrial robot application market globally for 12 consecutive years [4] Technological Advancements - The introduction of embodied intelligent robots, such as the "Nobor II," aims to enhance safety and efficiency in high-risk operations across critical industries [5] - The global market for high-risk operation robots is approximately $3 billion, with a growth rate of 25%, while the domestic market is expected to exceed 50 billion yuan by 2028, with a compound annual growth rate exceeding 30% [6] Investment Landscape - Shou Cheng Holdings plans to establish and manage a 10 billion yuan investment fund for the development of the robotics industry, having already invested in leading companies [7] - The conference highlighted a shift in the industry from static to dynamic exhibits, emphasizing the transition from "tool thinking" to "humanoid intelligence" [7]