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cs.LG2017
Trend Detection based Regret Minimization for Bandit Problems
Paresh Nakhe, Rebecca Reiffenhäuser
We study a variation of the classical multi-armed bandits problem. In this problem, the learner has to make a sequence of decisions, picking from a fixed set of choices. In each ro…
cs.LG2017
Dynamic Pricing in Competitive Markets
Paresh Nakhe
Dynamic pricing of goods in a competitive environment to maximize revenue is a natural objective and has been a subject of research over the years. In this paper, we focus on a cla…