近日，英伟达高级科学家Jim Fan在TED AI 2023上的演讲视频上线。他提出，AI的下一个前沿将是“基础智能体”（Foundation Agent）——一种可以在虚拟世界和现实世界中泛化的通用智能体模型。Jim Fan具体解释了，这项技术将如何从根本上改变我们的生活，它将渗透到从视频游戏和元宇宙，到无人机、仿人机器人的方方面面。
英伟达科学家的这一理念是对现有AI技术的一次重大突破。传统的AI模型通常只能针对特定任务进行优化，而“基础智能体”则有望实现跨不同领域的技能掌握。这不仅将极大地提高AI的效率和实用性，还可能引发一系列新的科技革命。
据Jim Fan介绍，“基础智能体”将采用一种全新的学习方法，使其能够在各种不同的环境中快速适应和学习。例如，它可以在虚拟环境中学习驾驶汽车，然后将这一技能应用到现实世界中。同样，它也可以在虚拟环境中学习如何操作无人机，然后实现在现实世界中的精准操控。
这一理念引起了广泛的关注和讨论。专家们认为，如果成功实现，这将是AI发展史上的一个重大里程碑。它不仅将极大地提高AI的通用性和实用性，还有望为人类带来前所未有的便利和效率。
Title: NVIDIA Scientist Proposes “Foundation Agent”: A New Frontier in通用AI
Keywords: NVIDIA, Foundation Agent, General AI
News content:
Recently, the video of a speech by NVIDIA senior scientist Jim Fan at TED AI 2023 was released online. He proposed that the next frontier of AI will be the “Foundation Agent” – a general AI model that can generalize in both virtual and real worlds. Jim Fan specifically explained how this technology will fundamentally change our lives, permeating various aspects from video games and the metaverse to drones, humanoid robots.
This concept represents a significant breakthrough in existing AI technology. Traditional AI models are usually optimized for specific tasks, while the “Foundation Agent” has the potential to master skills across different fields. This is expected to greatly improve the efficiency and practicality of AI and may lead to a series of new technological revolutions.
According to Jim Fan, the “Foundation Agent” will adopt a new learning method, allowing it to adapt and learn quickly in various different environments. For example, it can learn to drive a car in a virtual environment and then apply this skill to the real world. Similarly, it can learn to operate a drone in a virtual environment and then achieve precise control in the real world.
This idea has sparked widespread attention and discussion. Experts believe that if successful, it will be a significant milestone in the history of AI development. It is expected to greatly enhance the generalization and practicality of AI and bring unparalleled convenience and efficiency to humans.
【来源】https://mp.weixin.qq.com/s/pX8SwdnAXJnunIY8ap6R3w
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