Representative Arm Identification: A fixed confidence approach to identify cluster representatives

Sarvesh Gharat, Aniket Yadav, Nikhil Karamchandani +1

We study the representative arm identification (RAI) problem in the multi-armed bandits (MAB) framework, wherein we have a collection of arms, each associated with an unknown rewar…