2 papers
cs.AI2025
XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation
Hailong Yang, Mingxian Gu, Renhuo Zhao +3
Extracting implicit knowledge and logical reasoning abilities from large language models (LLMs) has consistently been a significant challenge. The advancement of multi-agent system…
cs.AI2025
XAgents: A Unified Framework for Multi-Agent Cooperation via IF-THEN Rules and Multipolar Task Processing Graph
Hailong Yang, Mingxian Gu, Jianqi Wang +2
The rapid advancement of Large Language Models (LLMs) has significantly enhanced the capabilities of Multi-Agent Systems (MAS) in supporting humans with complex, real-world tasks.…