Eralp Turgay

Multi-objective Contextual Bandit Problem with Similarity Information

In this paper we propose the multi-objective contextual bandit problem with similarity information. This problem extends the classical contextual bandit problem with similarity information by introducing multiple and possibly conflicting objectives. Since the best arm in each objective can be differ…