如前所述,研究人员引入了几个属性来帮助描述和定义AI领域的代理。在这里,我们将深入探讨一些关键属性,阐明它们与LLM的相关性,从而解释为什么LLM非常适合成为 AI 代理大脑的主要组成部分。 自主性 :自主性意味着代理能够在没有人类或其他直接干预的情况下运行,并对其行动和内部状态拥有一定程度的控制权[^4^; ^113^...
The Rise and Potential of Large Language Model Based Agents: A Survey http://t.cn/A6O9dCXX 这篇论文名为《基于大型语言模型的人工智能代理的崛起与潜力:综述》,探讨了大型语言模型(LLMs)在人工智能(AI...
一、论文 《The Rise and Potential of Large Language Model Based Agents: A Survey》(文章链接) 二、作者(机构) Zhiheng Xi(复旦)、Wenxiang Chen(复旦)、Xin Guo(复旦)等等 三、发表会议 arxiv预印 四、代码 https://github.com/WooooDyy/LLM-Agent-Paper-List(基于大预言模型的agent文章列表) 五、背景...
Agent的整体架构 综述给出一个清晰的LLM-based agent框架图，图注详细，读者可通过仔细阅读图解理解框架。框架大致如下：agent通过环境获取信息，类似人类用眼睛、耳朵等感知世界，大脑处理信息并驱动四肢行动，四肢改变环境和自身状态。数据通路是关键，需要设计高效路径将各部分串联，实现“输入->处理->输出”...
The field, however, lacks a sufficiently general and powerful model to serve as a foundation for building general agents adaptable to diverse scenarios. With their versatile capabilities, large language models (LLMs) pave a promising path for the development of general AI agents, and substantial ...
How China created AI model DeepSeek and shocked the world News30 JAN 25 Jobs Postdoc in in Organic Electronics with focus on a novel light-emission technology We are looking for a highly motivated Postdoctoral Researcher to join “The Organic Photonics and Electronics Group” at Umeå University...
The launch of ChatGPT marked the onset of the very loud and very public (and costly) GenAI revolution, effectively democratizing AI. This is evident in integrating AI as copilots in various products, the exponential growth of large language models (LLMs), and the rise of nume...
The arrival of generative-AI tools has introduced a voracious new consumer of writing. Large language models, or LLMs, are trained on massive troves of material—nearly theentire internetin some cases. They digest these data into an immeasurably complex network of probabilities, which enables them...
The emergence of publicly accessible artificial intelligence (AI) large language models such as ChatGPT has given rise to global conversations on the implications of AI capabilities. Emergent research on AI has challenged the assumption that creative potential is a uniquely human trait thus, there see...
(2023). ChatGPT and the rise of large language models: The new AI-driven infodemic threat in public health. Frontiers in Public Health, 11, 1–8. Article Google Scholar Archambault, E., Campbell, D., Gingras, Y., & Larivière, V. (2009). Comparing bibliometric statistics obtained ...