A heuristic framework that decomposes known algorithms into typed LLM-agent subtasks lifts small-model accuracy on knapsack and assignment problems from near-zero to high levels after fixing one bottleneck agent.
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Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design
A heuristic framework that decomposes known algorithms into typed LLM-agent subtasks lifts small-model accuracy on knapsack and assignment problems from near-zero to high levels after fixing one bottleneck agent.