Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?

Minsu Kim, Walid Saad

In continual learning (CL), an AI agent (e.g., autonomous vehicles or robotics) learns from non-stationary data streams under dynamic environments. For the practical deployment of…