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quant-ph2024
Reinforcement Learning Enhancing Entanglement for Two-Photon-Driven Rabi Model
Tingting Li, Yiming Zhao, Yong Wang +3
A control scheme is proposed that leverages reinforcement learning to enhance entanglement by modulating the two-photon-driven amplitude in a Rabi model. The quantum phase diagram…
quant-ph2024
A Strategy for Preparing Quantum Squeezed States Using Reinforcement Learning
X. L. Zhao, Y. M. Zhao, M. Li +4
We propose a scheme leveraging reinforcement learning to engineer control fields for generating non-classical states. It is exemplified by the application to prepare spin-squeezed…
quant-ph2023
Dynamics Reflects Quantum Phase Transition of Rabi Model
M. Li, Y. N. Wang, Z. Y. Song +3
As the simplest and most fundamental model describing the interaction between light and matter, a breakdown in the rotating wave approximation of the Rabi model leads to phase tran…