2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1997

Application of Reinforcement Learning to the Quantum Optimal Control Problem

Authors: Kai-Hendrik Henk

Ref.: Bachelor thesis, Martin-Luther University of Halle-Wittenberg (2018)

Abstract: In this bachelor thesis, I want to find a new way to solve the quantum optimal control problem using reinforcement learning methods. As example, I will use one of the paradigm problems in physics, the harmonic oscillator. In the beginning, I will derive the standard optimal control problem and use it to solve the quantum harmonic oscillator. Then I will explain the basics of reinforcement learning and I will try again to solve the harmonic oscillator.

Download