Zeroth-Order Optimization is Secretly Single-Step Policy Optimization

Junbin Qiu, Zhengpeng Xie, Xiangda Yan +2

Zeroth-Order Optimization (ZOO) provides powerful tools for optimizing functions where explicit gradients are unavailable or expensive to compute. However, the underlying mechanism…