Mostly Exploration-Free Algorithms for Contextual Bandits

Manag. Sci., pp. 1329-1349, 2021.

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Abstract:

The contextual bandit literature has traditionally focused on algorithms that address the exploration–exploitation tradeoff. In particular, greedy algorithms that exploit current estimates without ...

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