A Contextual Bandit Bake-off

12 Feb 2018 Alberto Bietti Alekh Agarwal John Langford

Contextual bandit algorithms are essential for solving many real-world interactive machine learning problems. Despite multiple recent successes on statistically and computationally efficient methods, the practical behavior of these algorithms is still poorly understood... (read more)

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