Therefore, in lifelong learning research, the learner is usually constrained on the memory size, denoted as a constant B.
we also show that the EMR outperforms GEM on many benchmarks, suggesting that it is likely to be among the top-performed lifelong learning algorithms, and it should never be ignored for comparison when developing new lifelong learning algorithms.