AI智能体赋能网络运营的研究与应用

摘要：智能体深度重塑网络运营体系，推动网络架构从分层解耦向全栈智能驱动的垂直整合演进。围绕智能体的发展现状与技术研究，结合通信网络运营管理的实际需求与现网落地情况，重点阐述了智能体在网络运营管理中的赋能作用，包括共享网络融合规建及基于意图的网络运营服务等实际案例。结合6G通感算一体化与天地一体网络等前沿趋势，进一步剖析了智能体赋能未来网络运营管理的发展方向，旨在构建意图驱动、闭环自优的智能化网络新范式。

关键词：智能体；网络运营；智能网络

Abstract: AI agents are profoundly reshaping network operation systems, driving the evolution of network architecture from hierarchical decoupling to vertically integrated, full-stack intelligence. Centered on the current development and technological research of agents, and in light of practical requirements and real-world deployment scenarios in communication network operations management, the enabling role of agents is elaborated, with practical cases examined in areas such as shared network convergence planning and intent-based network operation services. Furthermore, by incorporating cutting-edge trends like 6G integrated sensing, communication, and computing, as well as space-air-ground integrated networks, the future direction of agent-empowered network operations management is analyzed, aiming to establish an intent-driven, closed-loop, and self-optimizing intelligent network paradigm.

Keywords: AI agents; network operations; intelligent network