Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ​

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Authors: Chelsea Finn, Pieter Abbeel, Sergey Levine
Year: 2017
Journal: ICML
DOI: 10.48550/arXiv.1703.03400
Publisher: https://arxiv.org/abs/1703.03400

Keywords: maml, meta-learning

Abstract ​

We propose MAML an algorithm for meta-learning that is model-agnostic.

Cite this paper ​

@misc{maml2017,
  title  = {Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks},
  author = {Chelsea Finn, Pieter Abbeel, Sergey Levine},
  year   = {2017},
  journal = {ICML},
  doi    = {10.48550/arXiv.1703.03400},
  url    = {https://doi.org/10.48550/arXiv.1703.03400},
}

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