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Cost-Aware Optimization for Agentic Query Execution

cs.DB · 2026-06-02 · unverdicted · novelty 7.0

EnumGRPO is a self-improving optimizer for agentic query execution that reduces LLM-operator costs by ~317x while improving accuracy by 18% over a hybrid baseline across four databases.

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  • Cost-Aware Optimization for Agentic Query Execution cs.DB · 2026-06-02 · unverdicted · none · ref 10

    EnumGRPO is a self-improving optimizer for agentic query execution that reduces LLM-operator costs by ~317x while improving accuracy by 18% over a hybrid baseline across four databases.