Accumulating Knowledge for Lifelong Online Learning

Changjian Shui, Ihsen Hedhli, Christian Gagné

Lifelong learning can be viewed as a continuous transfer learning procedure over consecutive tasks, where learning a given task depends on accumulated knowledge --- the so-called k…