A value-iteration network with global phase invariance, unitary perturbation augmentation, and NeRF-style encoding synthesizes 2- and 3-qubit Clifford+T circuits with fewer T gates than the Quantum Shannon Decomposition baseline.
High- precision multi-qubit clifford+t synthesis by unitary diagonalization,
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Making Neural Networks More Suitable for Approximate Clifford+T Circuit Synthesis
A value-iteration network with global phase invariance, unitary perturbation augmentation, and NeRF-style encoding synthesizes 2- and 3-qubit Clifford+T circuits with fewer T gates than the Quantum Shannon Decomposition baseline.