Energetic Natural Gradient Descent

Philip S. Thomas, Bruno Castro da Silva, Christoph Dann, Emma Brunskill

Abstract: We propose a new class of algorithms for minimizing or maximizing functions of parametric probabilistic models. These new algorithms are natural gradient algorithms that leverage more information t...