Optimized control waveforms, ion-qubit dynamics and the experimental pulse sequence.

The study demonstrates that reinforcement learning can search for control protocols that outperform standard analytical pulses in speed, robustness, and repeated-operation fidelity.

Paper link: Science China Physics, Mechanics & Astronomy 65, 250312 (2022)