eigentask
nounEtymology From eigen- + task.
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: