Rethinking Learnability in Offline Data-driven Optimization

Chao Qian, Chen-Guang Wang, Rong-Xi Tan +1

Black-Box Optimization (BBO) has broad applications, while traditional algorithms such as evolutionary algorithms and Bayesian optimization face efficiency challenges as real-world…