eigentask

English

Etymology

eigen- +‎ task

Noun

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.
   • 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:

     We introduce the eigentask framework for lifelong learning.