AI RESEARCH
RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation
arXiv CS.AI
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ArXi:2605.09907v1 Announce Type: new Compared with individual agents, large language model based multi-agent systems have shown great capabilities consistently across diverse tasks, including code generation, mathematical reasoning, and planning, etc. Despite their impressive performance, the effectiveness and robustness of these systems heavily rely on their communication topology, which is often fixed or generated in a single step.