A Parallel algorithm for $\mathcal{X}$-Armed bandits

Cheng Chen, Shuang Liu, Zhihua Zhang +1

The target of $\mathcal{X}$-armed bandit problem is to find the global maximum of an unknown stochastic function $f$, given a finite budget of $n$ evaluations. Recently, $\mathcal{…