EvoMAS evolves structured MAS configurations via feedback-guided mutation and crossover, outperforming human-designed and prior automatic methods on reasoning, software engineering, and tool-use benchmarks while improving executability.
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Evolutionary Generation of Multi-Agent Systems
EvoMAS evolves structured MAS configurations via feedback-guided mutation and crossover, outperforming human-designed and prior automatic methods on reasoning, software engineering, and tool-use benchmarks while improving executability.