A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting

Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee +2

We consider a finite-armed structured bandit problem in which mean rewards of different arms are known functions of a common hidden parameter ${\theta }^{\ast }$. Since we do not place any restr…