Active One-shot Learning

active-learning
one-shot
rl

(Leo) #1

Info.

Abstract

  • Goal: Online active-learning from few examples
  • Approach:
    • Frame as an RL problem
    • Train on a modified one-shot learning task
  • Key Insights:
    • Train on short randomized episodes
    • Train on a dataset with a large number of classes