Lifelong learning is a difficult challenge for AI systems because it requires the system to be able to identify and exploit new patterns in data in order to improve its performance. There are several approaches that have been proposed to tackle the lifelong learning challenge, including representation learning, meta-learning, and neural architecture search. Each of…