Generalized non-stationary bandits

Anne Gael Manegueu, Alexandra Carpentier, Yi Yu

In this paper, we study a non-stationary stochastic bandit problem, which generalizes the switching bandit problem. On top of the switching bandit problem (\textbf{Case a}), we are…