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University of Konstanz Konstanz
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Task-specialist robots can outperform generalists with less evaluation budget as team size grows, challenging assumptions about optimization efficiency.
More agents aren't always better: splitting resources too thinly can actually hurt multi-agent system performance, especially when individual agent failure rates increase.
