Paper#3 Guided Meta-Policy Search

Source: Deep Learning on Medium

Their previous work MAML is a computation-intensive meta-learning method.

MAML is not affordable in a longer episode due to computation costs. Credit: SNAIL

To accelerate meta training, Guided Meta-Policy Search imitates per-task experts so that it is able to avoid redundant iterations for optimization.