Bandits with Movement Costs and Adaptive Pricing

COLT, pp. 1242-1268, 2017.

Cited by: 10|Views48
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Abstract:

We extend the model of Multi-armed Bandit with unit switching cost to incorporate a metric between the actions. We consider the case where the metric over the actions can be modeled by a complete binary tree, and the distance between two leaves is the size of the subtree of their least common ancestor, which abstracts the case that the ac...More

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