Augmenting learning using symmetry in a biologically-inspired domain

Shruti Mishra, Abbas Abdolmaleki, Arthur Guez +2

Invariances to translation, rotation and other spatial transformations are a hallmark of the laws of motion, and have widespread use in the natural sciences to reduce the dimension…