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动捕设备能成为具身大模型的下一场蓝海吗?
机器人大讲堂· 2025-08-21 10:11
具身智能的产业发展可追溯至 20 世纪 50 年代,图灵在其论文中提出人工智能可能的发展方向,为具身智 能概念奠定基础。1980-1990 年代,罗德尼・布鲁克斯和罗尔夫・普费弗等人的研究提供了重要理论支 撑,进入早期探索与理论发展阶段。2000 年代初,具身智能研究融合机构学、机器学习、机器人学等跨学科 方法和技术,形成相对完整的学科分支,进入跨学科融合与技术突破阶段。2010 年代中期,深度学习技术快 速发展为其注入新动力。2020 年以来,具身智能受到广泛关注,众多科技巨头及高等学府纷纷投入研究, 具身智能正 逐步走向产业应用,推动专用机器人向通用机器人发展。 大模型通常指拥有巨大参数量的机器学习模型,尤其在 NLP、计算机视觉及多模态领域应用广泛。其发展追 溯至 20 世纪 AI 研究初期,当时聚焦逻辑推理和专家系统,但受限于硬编码知识和规则。随着机器学习、深 度学习技术出现及硬件能 力提升,大规模数据集和复杂神经网络模型训练成为可能,催生大模型时代。2017 年,谷歌 Transformer 模型引入自注意力机制,极大提升序列建模能力。此后,预训练语言模型理念成为主 流。2022 年底,ChatGP ...
聚焦前沿赛道 北京民营企业“拔节生长”
Zhong Guo Xin Wen Wang· 2025-04-08 14:03
Group 1: Private Economy and Technological Innovation - The private economy is a driving force for modernization in China and is crucial for high-quality development [1] - The company Rui Erman Intelligent Technology focuses on the research, production, and sales of ultra-lightweight humanoid robotic arms, having grown into a leading enterprise in this field since its establishment in 2018 [1][3] - Rui Erman emphasizes product research and technological innovation, with a core team that has over 10 years of experience in robotic technology [1][3] Group 2: Product Development and Applications - Rui Erman's robotic arms have achieved significant breakthroughs in core components such as controllers, drivers, motors, and reducers, resulting in products with completely independent intellectual property rights [1] - The robotic arms can integrate with various types of dexterous hands to simulate human actions and are widely used in sectors like new retail, medical health, and aerospace [1][3] Group 3: Emerging Technologies and Market Trends - The company Beijing Yuan Ke Fang Zhou Technology specializes in digital human and metaverse technologies, offering a full-stack service capability for digital content production [4] - The MAC Metaverse Performance and Broadcasting Technology Center utilizes advanced optical imaging and light field imaging systems for high-fidelity 3D modeling [4][5] - The FZMotion optical motion capture system developed by Yuan Ke Fang Zhou can capture human motion with high precision and is applicable in both human and robotic research [5] Group 4: Economic Environment and Growth - The private sector in Beijing accounts for over 95% of the total number of enterprises, contributing significantly to the city's high-quality development [6][7] - Major private enterprises such as JD.com and Douyin have emerged, with revenue exceeding one trillion yuan, while others like Xiaomi and Meituan have reached the billion-yuan level [6][7] - Beijing is actively creating a favorable business environment and providing policy support to foster the growth of technology-driven companies like Rui Erman and Yuan Ke Fang Zhou [7]