Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks

Alexander Mattick, Maniraman Periyasamy, Christian Ufrecht +4

Quantum computing is currently strongly limited by the impact of noise, in particular introduced by the application of two-qubit gates. For this reason, reducing the number of two-…