Hamrouni C, Abdelgader L. Reinforcement learning from demonstration for robust control of superconducting qubits: Decoherence suppression via environmental engineering. Adv. Differ. Equ. Control Process. Published online March 17, 2026;33(1). doi:10.59400/adecp3910