The Contextual Bandits Problem: A New, Fast, and Simple Algorithm

@tachyeonz : We study the general problem of how to learn through experience to make intelligent decisions. In this setting, called the contextual bandits problem, the learner must repeatedly decide which action to take in response to an observed context, and is then permitted to observe the received reward, but

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