Transductive bandits

Choosing Answers in ε-Best-Answer Identification for Linear Bandits
In pure-exploration problems, information is gathered sequentially to answer a question on the stochastic environment. While best-arm …
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Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback
Combinatorial bandits with semi-bandit feedback generalize multi-armed bandits, where the agent chooses sets of arms and observes a …
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