Continual Learning, Not Training: Online Adaptation For Agents

Aman Jaglan, Jarrod Barnes

Continual Learning (CL) methods have traditionally focused on mitigating catastrophic forgetting through gradient-based retraining, an approach ill-suited for deployed agents that…