Yupeng Wu

Constrained Offline Black-Box Optimization via Risk Evaluation and Management

Offline black-box optimization aims to identify the optimal solution of a black-box objective function under the guidance of a surrogate model constructed solely from a pre-collected dataset. It is commonly used in industrial scenarios, which often involve constraints, i.e., constrained offline opti…