Generating training datasets for training neural networks

作者: Felipe Petroski Such , Aditya Rawal , Joel Anthony Lehman , Kenneth Owen Stanley , Jeffrey Michael Clune

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摘要: A generative cooperative network (GCN) comprises a dataset generator model and a learner model. The dataset generator model generates training datasets used to train the learner model. The trained learner model is evaluated according to a reference training dataset. The dataset generator model is modified according to the evaluation. The training datasets, the dataset generator model, and the leaner model are stored by the GCN. The trained learner model is configured to receive input and to generate output based on the input.

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