FIELD NOTES TOPIC

llm-driven agents

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  1. A$^{2}$utoLPBench: An Auto-Generated, Agent-Friendly LP Benchmark via Inverse-KKT Construction

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    The paper introduces A$^{2}$utoLPBench, a new linear programming (LP) benchmark for testing LLM-driven agents. The benchmark generates LP problems in plain text, and uses a known feasible point and dual to write down a…