标题： 在多智能体大语言模型系统中协同逻辑推理、知识管理和协作 显示英文标题

标题： Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System

摘要： 本文探讨了先进多智能体系统（MAS）技术的整合，以开发具备增强逻辑推理、长期知识保留和心智理论（ToM）能力的智能体团队。 通过将这些核心组件与优化的通信协议结合，我们创建了一个名为SynergyMAS的新框架，该框架促进了协作团队工作和卓越的问题解决能力。 该系统的有效性通过一个产品开发团队案例研究得到验证，我们的方法显著提升了性能和适应性。 这些发现突显了SynergyMAS在应对复杂现实挑战方面的潜力。 显示英文摘要

摘要： This paper explores the integration of advanced Multi-Agent Systems (MAS) techniques to develop a team of agents with enhanced logical reasoning, long-term knowledge retention, and Theory of Mind (ToM) capabilities. By uniting these core components with optimized communication protocols, we create a novel framework called SynergyMAS, which fosters collaborative teamwork and superior problem-solving skills. The system's effectiveness is demonstrated through a product development team case study, where our approach significantly enhances performance and adaptability. These findings highlight SynergyMAS's potential to tackle complex, real-world challenges.