Quantile Optimization via Multiple Timescale Local Search for Black-box Functions

Jiaqiao Hu, Meichen Song, Michael C. Fu

We consider quantile optimization of black-box functions that are estimated with noise. We propose two new iterative three-timescale local search algorithms. The first algorithm us…