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Xinyi Chen

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Preprint Aug 2026

NetConfArena: An Executable Benchmark for LLM Agents in Closed-Loop Network Configuration

NetConfArena is presented, an executable benchmark for evaluating LLM agents in closed-loop network configuration, and its findings suggest two future directions: using validated trajectories as supervision signals to improve foundation models, and designing harness mechanisms that make agent execution more reliable and accountable.

Chang Liu, Xiaohui Xie, Xinyi Chen et al. · 0 citations