Optimizing Quantum Error Correction Codes with Reinforcement Learning

Optimizing Quantum Error Correction Codes with Reinforcement Learning

20 December 2018

Hendrik Poulsen Nautrup

Nicolas Delfosse

Papers citing "Optimizing Quantum Error Correction Codes with Reinforcement Learning"

10 / 10 papers shown

Title
Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning Austin Yubo He Zi-Wen Liu 97 3 0 21 Feb 2025
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits Jiahao Yao Haoya Li Marin Bukov Lin Lin Lexing Ying 16 15 0 30 Mar 2022
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 38 82 0 01 Sep 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 21 45 0 08 Jan 2021
Reinforcement Learning for Many-Body Ground-State Preparation Inspired by Counterdiabatic Driving Jiahao Yao Lin Lin Marin Bukov BDL AI4CE 21 61 0 07 Oct 2020
Quantum Long Short-Term Memory Samuel Yen-Chi Chen Shinjae Yoo Yao-Lung L. Fang 19 159 0 03 Sep 2020
Learning models of quantum systems from experiments Antonio A. Gentile Brian Flynn S. Knauer N. Wiebe S. Paesani C. Granade J. Rarity R. Santagati A. Laing 8 57 0 14 Feb 2020
Quantum enhancements for deep reinforcement learning in large spaces Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup H. Briegel Vedran Dunjko 27 5 0 28 Oct 2019
On the convergence of projective-simulation-based reinforcement learning in Markov decision processes Walter L. Boyajian Jens Clausen Lea M. Trenkwalder Vedran Dunjko H. Briegel 16 13 0 25 Oct 2019
Machine learning for long-distance quantum communication J. Wallnöfer A. Melnikov W. Dür H. Briegel 18 86 0 24 Apr 2019