no code implementations • 12 Feb 2018 • Moritz August, José Miguel Hernández-Lobato
In this work we introduce the application of black-box quantum control as an interesting rein- forcement learning problem to the machine learning community.
no code implementations • 11 Oct 2017 • Ivan Glasser, Nicola Pancotti, Moritz August, Ivan D. Rodriguez, J. Ignacio Cirac
In particular we demonstrate that short-range Restricted Boltzmann Machines are Entangled Plaquette States, while fully connected Restricted Boltzmann Machines are String-Bond States with a nonlocal geometry and low bond dimension.
no code implementations • 1 Apr 2016 • Moritz August, Xiaotong Ni
We utilize machine learning models which are based on recurrent neural networks to optimize dynamical decoupling (DD) sequences.