Decoding surface codes with deep reinforcement learning and probabilistic policy reuse

no code implementations • 22 Dec 2022 • Elisha Siddiqui Matekole, Esther Ye, Ramya Iyer, Samuel Yen-Chi Chen

A significant amount of theoretical studies have provided various types of QEC codes; one of the notable topological codes is the surface code, and its features, such as the requirement of only nearest-neighboring two-qubit control gates and a large error threshold, make it a leading candidate for scalable quantum computation.

Q-Learning reinforcement-learning +1