Cascading Bandits: Learning to Rank in the Cascade Model

International Conference on Machine Learning, 2015.

Cited by: 158|Views28
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Abstract:

A search engine usually outputs a list of K web pages. The user examines this list, from the first web page to the last, and chooses the first attractive page. This model of user behavior is known as the cascade model. In this paper, we propose cascading bandits, a learning variant of the cascade model where the objective is to identify K...More

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