A Review of Research on the Integration of Multi-Agent Systems and Large Language Models
Multi-Agent Systems Based on Large Language Models: Progress and Challenges" is a review paper to be published at the IJCAI conference in 2024, summarizing the current research progress in the integration of multi-agent systems with large language models, and discussing the challenges and future directions in this field.
This is the machine-readable structured data for this agent. AI systems and search engines use this to understand the agent's capabilities.
[
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://agentsignals.ai/agents/llm-multiagents-survey-papers",
"name": "LLM_MultiAgents_Survey_Papers",
"description": "Multi-Agent Systems Based on Large Language Models: Progress and Challenges\" is a review paper to be published at the IJCAI conference in 2024, summarizing the current research progress in the integration of multi-agent systems with large language models, and discussing the challenges and future directions in this field.",
"url": "https://agentsignals.ai/agents/llm-multiagents-survey-papers",
"applicationCategory": "研究",
"operatingSystem": "GitHub",
"sameAs": "https://github.com/taichengguo/LLM_MultiAgents_Survey_Papers",
"installUrl": "https://github.com/taichengguo/LLM_MultiAgents_Survey_Papers",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"description": "免费",
"availability": "https://schema.org/InStock"
},
"featureList": [
"Overview of Multi-Agent Systems",
"Applications of Large Language Models",
"Future Research Directions"
],
"datePublished": "2025-12-05T17:13:54.563977+00:00",
"dateModified": "2025-12-19T05:09:34.816477+00:00",
"publisher": {
"@type": "Organization",
"name": "Agent Signals",
"url": "https://agentsignals.ai"
}
},
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://agentsignals.ai"
},
{
"@type": "ListItem",
"position": 2,
"name": "Agents",
"item": "https://agentsignals.ai/agents"
},
{
"@type": "ListItem",
"position": 3,
"name": "LLM_MultiAgents_Survey_Papers",
"item": "https://agentsignals.ai/agents/llm-multiagents-survey-papers"
}
]
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is LLM_MultiAgents_Survey_Papers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "A Review of Research on the Integration of Multi-Agent Systems and Large Language Models"
}
},
{
"@type": "Question",
"name": "What features does LLM_MultiAgents_Survey_Papers offer?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Overview of Multi-Agent Systems, Applications of Large Language Models, Future Research Directions"
}
},
{
"@type": "Question",
"name": "What are the use cases for LLM_MultiAgents_Survey_Papers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Academic Research, Technical Development, Project References"
}
},
{
"@type": "Question",
"name": "What are the advantages of LLM_MultiAgents_Survey_Papers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "全面的文献综述, 深入的技术分析, 前瞻性的研究方向"
}
},
{
"@type": "Question",
"name": "What are the limitations of LLM_MultiAgents_Survey_Papers?",
"acceptedAnswer": {
"@type": "Answer",
"text": "可能包含技术术语, 更新速度依赖于研究进展"
}
}
]
}
]