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awesome-multi-agent-papers

Active·★ 1.7k·Updated 2026-09-23
★ Trending

This repository compiles an awesome list of the best multi-agent research papers, curated by the Swarms Team. Its mission is to advance multi-agent systems research, promote their widespread adoption, and facilitate their integration into the global economy.

#Multi-Agent Systems#Large Language Models#AI Research#Agent Frameworks#Collaborative AI
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01

Features

01A curated, comprehensive list of multi-agent research papers.
02Papers are systematically categorized into key areas like collaboration, frameworks, and applications.
03Strong focus on Large Language Model (LLM)-based multi-agent systems.
04Provides direct access to papers via links (arXiv, GitHub, Semantic Scholar, etc.).
05Explores diverse real-world application domains for multi-agent AI.
02

Compatibility

Multi-Agent Systems
Core Focus
Verified via docs
Large Language Models
Key Technology
Verified via docs
Swarms Framework
Related Framework
Verified via docs
03

Use cases

↳Literature review for multi-agent system researchers and students.
↳Exploring cutting-edge multi-agent frameworks and design patterns.
↳Identifying state-of-the-art applications of multi-agent AI in various domains.
04

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