Machine Teaching of Active Sequential Learners

Tomi Peltola, Mustafa Mert Çelikok, Pedram Daee, Samuel Kaski

Neural Information Processing Systems 

However, for sequential learners which actively choose their queries, such as multi-armed bandits and active learners, the teacher can only provide responses to the learner's queries, not design the full data.

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