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Qiwei Peng

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#natural language process... Preprint Oct 2026

Finding the Move Is Not Winning the Game: XiangqiBench for Closed-Loop Evaluation of LLM Agents

Static evaluations credit a language model for naming the right move, but an agent must carry a plan through to a verified outcome while an opponent responds. We introduce XiangqiBench, an executable benchmark that measures this difference in Chinese chess: starting from 119 tactical endgames with forced mates supporte...

Yekun Chai, Qiwei Peng, Hao-Yi Xiong · 0 citations

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