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A set of dynamic strategies by which an algorithm can learn the structure of an environment online by adaptively taking actions associated with different rewards so as to maximize the rewards earned.

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Controller architecture for neural architecture search

In "Neural architecture search with reinforcement learning" (https://arxiv.org/pdf/1611.01578.pdf), the authors use a recurrent neural network as the controller to generate hyperparameters, but do not …
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