Policy Gradients using Variational Quantum Circuits

20 March 2022

Papers citing "Policy Gradients using Variational Quantum Circuits"

11 / 11 papers shown

Title
Supervised quantum machine learning models are kernel methods Maria Schuld 129 365 0 26 Jan 2021
Power of data in quantum machine learning Hsin-Yuan Huang Michael Broughton Masoud Mohseni Ryan Babbush Sergio Boixo Hartmut Neven Jarrod R. McClean 55 630 0 03 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 83 744 0 30 Oct 2020
The effect of data encoding on the expressive power of variational quantum machine learning models Maria Schuld R. Sweke Johannes Jakob Meyer 53 500 0 19 Aug 2020
Reinforcement Learning with Quantum Variational Circuits Owen Lockwood Mei Si 42 138 0 15 Aug 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 45 240 0 03 Mar 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 281 1,658 0 02 Feb 2020
Stochastic gradient descent for hybrid quantum-classical optimization R. Sweke Frederik Wilde Johannes Jakob Meyer Maria Schuld Paul K. Fährmann Barthélémy Meynard-Piganeau Jens Eisert 41 236 0 02 Oct 2019
Quantum Natural Gradient J. Stokes J. Izaac N. Killoran Giuseppe Carleo 44 400 0 04 Sep 2019
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach Ryo Karakida S. Akaho S. Amari FedML 136 143 0 04 Jun 2018
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 46 344 0 08 Sep 2017