AINeutralarXiv – CS AI · Jun 236/10
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Communication Heterogeneity and Collective Consensus in Neural Cellular Automata
Researchers studying Neural Cellular Automata discovered that communication barriers between agent populations significantly impede consensus-building on distributed tasks. Systems trained under diverse communication protocols prove more robust to mismatches than homogeneously trained ones, with findings paralleling observed human group dynamics and suggesting protocol distance is a fundamental mechanism affecting collective coordination.