Cong-Feng Qiao

Resource‐Aware Quantum Control Under Noise: Deterministic Protocols and Deep Reinforcement Learning

We numerically compare quantum‐control strategies for few‐qubit systems under representative open‐system noise and limited control resources. The protocols include shaped pulses, dynamical‐decoupling‐inspired sequences, hybrid QEC‐DD correction, Floquet and Lyapunov control, and deep reinforcement learning (DRL). We...