1: first column of ndarray must be tags of samples, must be 1 or -1. 2: rows of ndarray represent samples.

Abstract: Sequential decision problems arise in virtually every human ... learning problems that arise in laboratory or field experiments. They even cover search algorithms to maximize uncertain ...