no code implementations • 30 Sep 2023 • Wenjie Liu, Bosi Wang, Jihao Fan, Yebo Ge, Mohammed Zidan
Traditional quantum system control methods often face different constraints, and are easy to cause both leakage and stochastic control errors under the condition of limited resources.
no code implementations • 29 Sep 2023 • Wenjie Liu, Jing Xu, Bosi Wang
To solve the above problems, a difference-driven reinforcement learning (RL) algorithm for quantum state preparation of two-qubit system is proposed by improving the reward function and action selection strategy.