Machine Learning, Artificial Intelligence, Deep Learning, Sap, Research.
continuously as new classes are learned. In this context a common strategy is to introduce a so-called generative memory component (e.g. 7,8,9). Here, instead of storing raw data, a generative model such as GAN or VAE (see previous blogpost) is trained to generate experience to be replayed. Hence,