A compilation of the best multi-agent papers
A compilation of the best multi-agent papers by the Swarms Team. Our mission is to democratize multi-agent systems to automate the world.
[ K-Level Reasoning with Large Language Models ] [ PDF LINK ]
[ More agents is all you need ] [ PDF LINK]
[ LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration ] [ PDF LINK]
[ Automated Unit Test Improvement using Large Language Models ] [ PDF LINK ]
[ Human-level play in the game of Diplomacy by combining language models with strategic reasoning ] [ PDF LINK]
[ AgentScope: A Flexible yet Robust Multi-Agent Platform ] [ PDF] ]
[ Experiential Co-Learning of Software-Developing Agents ] [ PDF LINK ]
[ Communicative Agents for Software Development] [ PDF LINK ]
[ Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Match Human Crowd Accuracy ] [ PDF LINK ]
[ Generative Agents: Interactive Simulacra of Human Behavior ] [ PDF LINK]
[ Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems ] [ PDF LINK ]
[ Learning to Decode Collaboratively with Multiple Language Models ] [ PDF LINK]
[ SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents ][ PDF LINK ]
[ Mora: Enabling Generalist Video Generation via A Multi-Agent Framework ] PDF LINK ]
[ LLM Agent Operating System ] [ PDF LINK ]
[ MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution ] [ PDF LINK ]
[ AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models ] [ PDF LINK ]
[ Scaling Instructable Agents Across Many Simulated Worlds ] [ PDF LINK ]
[ Evolutionary Optimization of Model Merging Recipes ][ PDF LINK ]