Dynamic Algorithm Configuration

Image Credit: Ina Lindauer Hyperparameter optimization is a powerful approach to achieve the best performance on many different problems. However, classical approaches to solve this problem all ignore the iterative nature of many algorithms. Dynamic algorithm configuration (DAC) is capable of generalizing over prior optimization approaches, as well as handling optimization of hyperparameters that need … Continue reading Dynamic Algorithm Configuration