Profitable Bandits

8 May 2018Mastane AchabStephan ClémençonAurélien Garivier

Originally motivated by default risk management applications, this paper investigates a novel problem, referred to as the profitable bandit problem here. At each step, an agent chooses a subset of the K possible actions... (read more)

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