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S. Korea, Vietnam vow stronger ties in cutting-edge sectors, building on FTA_我的网站

一 |     S Korea-Vietnam-economic tiesS. Korea, Vietnam vow stronger ties in cutting-edge sectors, building on FTA SEOUL, Aug. 26 (Yonhap) -- South Korea and Vietnam vowed to further bolster economic exchanges with the goal of increasing bilateral trade to US$150 billion by 2030 and strengthening supply chain cooperation, Seoul's industry ministry said Wednesday. The two countries made the pledge during meetings of their joint industrial cooperation free trade agreement committees in Seoul, according to the Ministry of Trade, Industry and Resources. During the meetings, Industry Minister Kim Jung-kwan and his Vietnamese counterpart, Le Manh Hung, discussed ways to achieve the 2030 target and vowed to make progress in quarantine negotiations on Vietnamese lychees and passion fruit and South Korean tangerines and kiwifruit. Bilateral trade between South Korea and Vietnam was estimated at $94.6 billion in 2025, with the volume reaching $62.4 billion over the January-June period this year.                   This illustration depicts trade with Vietnam. (Yonhap)The two countries agreed to address challenges faced by South Korean firms operating in Vietnam while accelerating technology exchanges. Vietnam vowed to work closely with its local governments to help South Korean businesses secure local workers, while South Korea agreed to help its firms share advanced technologies with Vietnamese partners. South Korea and Vietnam will seek to ensure the smooth launch of a critical minerals supply chain technology center. The two countries vowed to continue talks on expanding cooperation across the critical minerals supply chain to ensure stable supplies for South Korean firms operating in Vietnam. The ministry said the two countries additionally agreed to pursue long-term cooperation in the energy sector, including the joint stockpiling of crude oil and the establishment of an emergency response mechanism. During the meetings, Korea National Oil Corp. and PetroVietnam Oil Stockpile Ltd. signed a memorandum of understanding to build an oil storage facility in Vietnam. The ministry said the project is expected to lay the foundation for stable oil supply chain cooperation between the two countries and across the Asia-Pacific region. "Since the FTA with Vietnam took effect, bilateral trade has grown by an annual average of 10 percent," Kim said in his opening remarks, raising expectations that the figure could reach $100 billion this year. "We will seek to expand the scope of trade and investment in a future-oriented manner, as Vietnam seeks to move beyond merely attracting investment toward adopting cutting-edge technologies, upgrading local production capabilities and pursuing green and digital transitions," Kim added. [email protected](END)。    　　18日，记者从成都人形机器人创新中心获悉，该中心发布了全球首个复杂语言指令集全自主（无遥控）超长视野机器人任务执行系统，解决了机器人在陌生环境无法自主完成决策规划的难题，让机器人摆脱实验室的“预设摆拍”，走进复杂多变的真实场景中。相关技术已取得发明专利授权。

二 | 　　机器人在真实世界中会遇到观测不完备、环境动力学未知、任务语义歧义、接触状态突变以及执行器误差累积等问题，因此，衡量一个机器人是否“聪明”，不能只看站立、行走或抓取等本体运动指标，更应该进一步考察机器人在长时序任务中状态估计、层级目标推理、策略选择、约束满足和闭环恢复的能力。　　成都人形机器人创新中心首发的这套任务执行系统，将世界模型、VLA（视觉—语言—动作）模型等一系列当下流行的技术方案纳入一套统一的框架之中。

三 | 在演示视频中，搭载该系统的“成都造”超轻量级人形机器人“贡嘎一号”在接收单一复杂指令后，全程自主、稳定执行，依次完成三项子任务。

四 | 整个过程无遥控、无摆拍，真实展现机器人的全自主作业能力。　　据介绍，该执行系统的核心价值不在于堆叠了多少模型，而在于建立了从任务理解到技能选择再到动作执行的完整闭环——解决了真实世界中，机器人没有经过相关场景的数据适配就无法自主完成任务决策规划的难题，让机器人真正具备了在陌生环境中自主完成长时序任务的能力。（记者刘侠）。

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