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Homogenization in Multi-Agent Systems

Ganesh, Prakhar et al.
arXiv (All) · Papers
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machine-learning
Multi-agent systems (MAS) leverage interactions between agents to perform complex tasks. Despite their success, we show that these interactions can also lead to homogenization, i.e., agents converging to similar behaviors. Homogenization in MAS can reduce agent diversity and reinforce shared failure
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