Active Learning by Learning Active Learning by Learning
Paper summary Automatically learn which Active Learning strategy to use. _Code:_ [here]( ## Inner-workings: They use the multi-armed bandit framework where each arm is an Active Learning strategy. The core RL algorithm used is [EXP4.P]( which is itself based on EXP4 (**Exp**onential weighting for **Exp**loration and **Exp**lotation with **Exp**erts). They make only slight adjustments to the reward function. ## Algorithm: [![screen shot 2017-06-14 at 7 33 46 pm](]( ## Results: Beats all other techniques most of the time and make sure that in the long run we use the best strategy. allows researchers to publish paper summaries that are voted on and ranked!

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