2 papers
quant-ph2025
Learning-Based Design of LQG Controllers in Quantum Coherent Feedback
Chunxiang Song, Yanan Liu, Guofeng Zhang +2
In this paper, we propose a differential evolution (DE) algorithm specifically tailored for the design of Linear-Quadratic-Gaussian (LQG) controllers in quantum systems. Building u…
eess.SY2025
Fast State Stabilization using Deep Reinforcement Learning for Measurement-based Quantum Feedback Control
Chunxiang Song, Yanan Liu, Daoyi Dong +1
The stabilization of quantum states is a fundamental problem for realizing various quantum technologies. Measurement-based-feedback strategies have demonstrated powerful performanc…