Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning

Zenglin Shi, Jing Jie, Ying Sun +2

In AI, generalization refers to a model's ability to perform well on out-of-distribution data related to the given task, beyond the data it was trained on. For an AI agent to excel…