Reptile: A Scalable Meta-Learning Algorithm

[joyhuang9473]

Reptile: A Scalable Meta-Learning Algorithm

• Author: Alex Nichol, John Schulman, OpenAI
• Origin: https://blog.openai.com/reptile/
• Related:
  • https://d4mucfpksywv.cloudfront.net/research-covers/reptile/reptile_update_1.pdf
  • https://github.com/openai/supervised-reptile
  • MAML http://bair.berkeley.edu/blog/2017/07/18/learning-to-learn/

[joyhuang9473]

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

• https://arxiv.org/abs/1703.03400
• https://github.com/cbfinn/maml