Naohiro Takahashi

ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering

How well do AI systems perform in algorithm engineering for hard optimization problems in domains such as package-delivery routing, crew scheduling, factory production planning, and power-grid balancing? We introduce $\textit{ALE-Bench}$, a new benchmark for evaluating AI systems on score-based algo…