Zhenhua Li

Neural Evolution Strategy for Black-box Pareto Set Learning

This work proposes leveraging evolution strategies (ESs), a class of specialized black-box optimization algorithms, within the PSL paradigm, by encapsulating the dependencies within a neural network, which is then trained using a novel gradient estimation method.