Reptile: A scalable meta-learning algorithm

In three linesOpenAI introduces Reptile, a scalable meta-learning algorithm that samples tasks, applies stochastic gradient descent, and updates initial parameters toward learned parameters. Mathematically similar to first-order MAML, it requires only black-box access to optimizers like SGD or Adam with comparable efficiency and performance.

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