多智能体协作工作流综述OA

Workflows running in multi-agent systems combine the capabilities of multiple agents,organizational management mechanisms,and communication protocols into executable sub-task sequences,exerting a significant influence on the completion of collaborative tasks,the generation of results,work efficiency,and management models.This paper introduces the concept of multi-agent workflows,presents the clas-sification,composition,and life cycle of workflows,and summarizes and compares typical multi-agent workflow generation technologies,workflow optimization technologies,and workflow security guarantee technologies.The research indicates that the core of current multi-agent workflow generation technologies lies in task decoupling,while the focus of workflow optimization is on reducing resource consumption and im-proving the quality of generated results.It is necessary to enhance the security of agents themselves and introduce secure communication proto-cols to ensure the security of multi-agent workflows.