eigentask

plural eigentasks

1. A pairing of a skill for solving a set of tasks with a generative model that operates on the skill's input space.

   We introduce the eigentask framework for lifelong learning.

   2020, Aswin Raghavan, Jesse Hostetler, Indranil Sur, Abrar Rahman, Ajay Divakaran, “Lifelong learning using eigentasks: Task separation, skill acquisition, and selective transfer”, in 4th Lifelong Machine Learning Workshop at the Thirty-seventh International Conference on Machine Learning