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Wen-Jun Peng

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#natural language process... Preprint Sep 2026

OptiArena: Can LLMs Improve Executable Algorithms under Fixed Resource Budgets?

OptiArena is introduced, a budget-controlled testbed for studying whether LLMs can improve executable game-playing algorithms through five rounds of code edits within a fixed minimal scaffold and under bounded evaluator feedback and fixed resource budgets.

Wen-Jun Peng, Xin-Yu Wang · 0 citations