HELENA:Hierarchical Sparse Coordination over a Union of Complementary Topologies for MAS

Zhifang Mao, Linyao Zheng, Xuhang Shi +1

LLM-based multi-agent systems (MAS) typically optimize a single topology, restricting reasoning to a narrow trajectory and limiting comprehensive analytical capacity. Naively mergi…