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CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V

Chen, John et al.
arXiv (All) · Papers
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Evaluating strategic decision-making in LLM-based agents requires generative, competitive, and longitudinal environments, yet few benchmarks provide all three, and fewer still offer evaluation signals rich enough for long-horizon, multi-agent play. We introduce CivBench, a benchmark for LLM strategi
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