Search Results for author: Moritz August

Found 3 papers, 0 papers with code

Taking gradients through experiments: LSTMs and memory proximal policy optimization for black-box quantum control

no code implementations12 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.

Neural-Network Quantum States, String-Bond States, and Chiral Topological States

no code implementations11 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.

Tensor Networks

Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quantum Memory

no code implementations1 Apr 2016 Moritz August, Xiaotong Ni

We utilize machine learning models which are based on recurrent neural networks to optimize dynamical decoupling (DD) sequences.

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