Multi Agent Paper
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![[论文评述] Multi-Agent Collaboration Mechanisms: A Survey of LLMs](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-agent-collaboration-mechanisms-a-survey-of-llms-2.png)













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![[PDF] Multi-Agent Collaboration Mechanisms: A Survey of LLMs | Semantic ...](https://figures.semanticscholar.org/1d3de3a8eaac916f4eca09930ed8b593a10f5a46/500px/9-Figure2-1.png)











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![[PDF] Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra ...](https://figures.semanticscholar.org/c5cb68ac59f98fafc7cb96b86fca27e662e0cba8/7-Figure5-1.png)





![[论文评述] Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/towards-engineering-multi-agent-llms-a-protocol-driven-approach-2.png)