What Doubling Tricks Can and Can't Do for Multi-Armed Bandits

19 Mar 2018Lilian BessonEmilie Kaufmann

An online reinforcement learning algorithm is anytime if it does not need to know in advance the horizon T of the experiment. A well-known technique to obtain an anytime algorithm from any non-anytime algorithm is the "Doubling Trick"... (read more)

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