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#machine learning Preprint Sep 2026

OpenMAS-GCom. A Diagnostic Benchmark for Graph-enhanced Multi-Agent Systems

Graph-enhanced multi-agent systems (G-MAS) coordinate large language model agents through communication graphs and role assignments, which determine how agents exchange information and divide responsibilities. However, final-score comparisons across systems combine differences in models, communication patterns, roles,...

Kai-Rui Yang, Xun-Kai Li, Kai-Xiang Zhang et al. · 0 citations

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