Deep advantage learning for optimal dynamic treatment regime
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Recently deep learning has successfully achieved state-of-the-art performance on many difficult tasks. Deep neural network outperforms many existing popular methods in the field of reinforcement learning. It can also identify important covariates automatically... ...