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cs.LG2022
Robust Pareto Set Identification with Contaminated Bandit Feedback
İlter Onat Korkmaz, Efe Eren Ceyani, Kerem Bozgan +1
We consider the Pareto set identification (PSI) problem in multi-objective multi-armed bandits (MO-MAB) with contaminated reward observations. At each arm pull, with some fixed pro…
cs.LG2022★ 2 cited
Federated Multi-Armed Bandits Under Byzantine Attacks
Artun Saday, İlker Demirel, Yiğit Yıldırım +1
Multi-armed bandits (MAB) is a sequential decision-making model in which the learner controls the trade-off between exploration and exploitation to maximize its cumulative reward.…