Quantum compiling aims to construct a quantum circuit V by gates drawn from native gate alphabet, which is functionally equivalent the target unitary U. It crucial stage for running of algorithms on noisy intermediate-scale (NISQ) devices. However, space structure exploration enormous, resulting in requirement human expertise, hundreds experimentations or modifications existing circuits. In thi...