内容原文:A survey on large language model based autonomous agents 摘要 背景: 自主智能体一直是学术界和工业界的研究重点。 传统的自主智能体研究通常局限于孤立环境中,训练代理的知识有限,与人类学习过程存在很大差异,难以实现类人的决策。 大语言模型(LLM)通过学习大量网络知识,展现出接近人类智能的潜力,推动了基...
AI Agent 核心论文——《A survey on large language model based autonomous agents》(一) 译研AI智库 专注AI领域翻译与研究的智库,提供前沿技术解读和行业洞察。1 人赞同了该文章 目录 收起 基于大型语言模型的自主代理调查 1 介绍(Introduction) 2 基于LLM的自主代理构建(LLM-based autonomous agent...
A survey on LLM-based multi-agent systems: workflow, infrastructure, and challengesdoi:10.1007/s44336-024-00009-2The pursuit of more intelligent and credible autonomous systems, akin to human society, has been a long-standing endeavor for humans. Leveraging the exceptional reasoning and planning ...
Autonomous agents have long been a research focus in academic and industry communities. Previous research often focuses on training agents with limited kno
A survey on LLM-based multi-agent systems: workflow, infrastructure, and challenges 来自 Springer 喜欢 0 阅读量: 14 作者:X Li,S Wang,S Zeng,Y Wu,Y Yang 摘要: The pursuit of more intelligent and credible autonomous systems, akin to human society, has been a long-standing endeavor for ...
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7) A Survey on LLM-based Autonomous Agents - presents a comprehensive survey of LLM-based autonomous agents; delivers a systematic review of the field and a summary of various applications of LLM-based AI agents in domains like social science and engineering. Paper, Tweet 8) Prompt2Model - ...
Finally, Section 9 concludes the survey, offering insights into future directions in this field.2 Taxonomy As the research on the planning ability of LLM-based agents presents a flourishing scene, various methods have been proposed to exploit the upper limit of planning ability. To have a better...
8largelanguagemodels(LLMs)thatexcelinmedicalquestionansweringbench- 2marks.However,theirreal-worldclinicalapplicationremainslimitedduetothe complexitiesofdoctor-patientinteractions.Toaddressthis,weintroduceAIHos- ] Lpital,amulti-agentframeworksimulatingdynamicmedicalinteractionsbetween ...
To the best of our knowledge, our survey is the first to cover all three key aspects related to security and privacy for the first time. Second, we have made several interesting discoveries. For instance, our research reveals that LLMs contribute more positively than negatively to security and...