Decoupling Gradient-Like Learning Rules from Representations

Philip S. Thomas, Christoph Dann, Emma Brunskill

Abstract: In machine learning, learning often corresponds to changing the parameters of a parameterized function. A learning rule is an algorithm or mathematical expression that specifies precisely how the p...