Reptile: A scalable meta-learning algorithm

1. 1Sample a task
2. 2Perform stochastic gradient descent on the task
3. 3Update the initial parameters towards the final parameters learned on the task
4. 4Repeat the process for multiple tasks

Machine learning researchers and engineers on a team can benefit from Reptile as it provides a simple and efficient way to perform meta-learning, allowing them to improve model performance on a variety of tasks

💡 Reptile is a scalable meta-learning algorithm that can be used with any optimizer, such as SGD

🚀 Reptile: a simple & scalable meta-learning algorithm