AIBullisharXiv – CS AI · 6h ago6/10
🧠
MOC: Multi-Order Communication in LLM-based Multi-Agent Systems
Researchers propose Multi-Order Communication (MOC), a new framework for improving how large language model-based multi-agent systems exchange information. The scheme addresses limitations in current message-passing approaches by capturing multi-hop dependencies and consolidating messages efficiently, demonstrating consistent performance improvements across multiple datasets while reducing communication costs.