AI RESEARCH
Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems
arXiv CS.LG
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ArXi:2605.15573v1 Announce Type: cross Multi-agent systems can solve complex tasks through collaboration between multiple Large Language Model agents. Existing collaboration frameworks typically operate in either a parallel or a sequential mode. In the parallel mode, agents respond independently to queries followed by aggregation of responses. In contrast, sequential systems allow agents to communicate via a directed topology and refine one another step by step.