Author

C. Cardie

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Preprint Jul 2026

MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems

MANTA, a framework for Multi-Agent Network Topology Adaptation that enables communication structures to self-evolve at inference time, is introduced and shows that inference-time self-improvement can extend to the architecture of collaboration itself.

M. Huang, Jerry Wang, Yi-Cheng Lai et al. · 0 citations