Conservative Bandits

Yifan Wu, Roshan Shariff, Tor Lattimore, Csaba Szepesvári

Abstract: We study a novel multi-armed bandit problem that models the challenge faced by a company wishing to explore new strategies to maximize revenue whilst simultaneously maintaining their revenue above ...