Mohamed Elhoseiny

Efficient Lifelong Learning with A-GEM

2018 · arXiv (Cornell University)

In lifelong learning, the learner is presented with a sequence of tasks, incrementally building a data-driven prior which may be leveraged to speed up learning of a new task. In this work, we investigate the …