AI RESEARCH
When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs
arXiv CS.AI
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ArXi:2605.24202v1 Announce Type: new Multi-agent LLM workflows route inference through specialized roles to lift end-task accuracy, but jointly