Stochastic Direct Search Method for Blind Resource Allocation

Juliette Achddou, Olivier Cappe, Aurélien Garivier

Motivated by programmatic advertising optimization, we consider the task of sequentially allocating budget across a set of resources. At every time step, a feasible allocation is c…