English: With the explosive growth in the number of AI agents and their deep integration with 6G networks, adaptive, scalable, and interpretable collaborative decision-making among large-scale heterogeneous autonomous agents has become a core challenge that urgently needs to be addressed. Traditional rule-based communication architectures struggle to support the adaptive collaboration demands among multiple agents in dynamic and open environments, and an information island exists between the network and agents in perception and decision-making. This forum focuses on "Multi-Agent Collaborative Decision-Making in 6G Networks", exploring how knowledge-driven autonomous agent systems evolve from passive information transmission to mission-driven active coordination, promoting cross-layer innovation in network architecture, collaboration mechanisms, and intelligent algorithms, and providing theoretical and technical support for building open, trustworthy, and resilient next-generation autonomous intelligent networks.

中文: 随着AI智能体数量的爆发式增长及其与6G网络的深度融合，大规模异构自主智能体之间的自适应、可扩展且可解释的协作决策成为亟待突破的核心挑战。传统基于规则的通信架构，难以支撑动态开放环境下多个智能体之间的自适应协作需求，网络与智能体之间存在感知与决策的信息孤岛。本论坛聚焦"6G网络中的多智能体协作决策"，探讨知识驱动的自主智能体系统如何从被动信息传递向任务驱动的主动协调演进，推动网络架构、协同机制与智能算法的跨层创新，为构建开放、可信、弹性的下一代自主智能网络提供理论与技术支撑。