Revisiting Zeroth-Order Hessian Approximation: A Single-Step Policy Optimization Lens

Junbin Qiu, Zhaowei Hong, Renzhe Xu +1

Accurate Zeroth-Order (ZO) Hessian estimation is a cornerstone of derivative-free methods, essential for tasks such as bilevel optimization, Bayesian inference, and uncertainty qua…