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Critical states preparation in light-matter systems with deep reinforcement learning

Jia-Wen Yu1,2, Yiming Yu1,2, Ke-Xiong Yan1,2, Jun-Hao Lin1,2, Jie Song3, Ye-Hong Chen1,2,4,*, and Yan Xia1,2,†

  • 1Department of Physics, Fuzhou University, Fuzhou 350116, China
  • 2Fujian Key Laboratory of Quantum Information and Quantum Optics, Fuzhou University, Fuzhou 350116, China
  • 3Department of Physics, Harbin Institute of Technology, Harbin 150001, China
  • 4Quantum Information Physics Theory Research Team, Center for Quantum Computing, RIKEN, Wako-shi, Saitama 351-0198, Japan

  • *Contact author: yehong.chen@fzu.edu.cn
  • †Contact author: xia-208@163.com

Pulse parameterization and seeded optimization for fast longitudinal qubit readout

Yiming Yu, Yuan Qiu, Xinyu Zhao, Ye-Hong Chen, and Yan Xia

Phys. Rev. Applied 26 014086 (2026)

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