Learning Broken Symmetries with Resimulation and Encouraged Invariance

Edmund Witkowski, Daniel Whiteson

Recognizing symmetries in data allows for significant boosts in neural network training. In many cases, however, the underlying symmetry is present only in an idealized dataset, an…