Learning to detect an oddball target with observations from an exponential family

Gayathri R Prabhu, Srikrishna Bhashyam, Aditya Gopalan +1

The problem of detecting an odd arm from a set of K arms of a multi-armed bandit, with fixed confidence, is studied in a sequential decision-making scenario. Each arm's signal foll…