On the Challenges of Quantum Circuit Encoding Using Deep and Reinforcement Learning
Quantum computers may solve some computing tasks more efficiently than classical com- puters, but to do so requires the design of appropriate quantum circuits.However, it is hard to design even simple quantum programs.Recent results have shown that deep learning augmented search has the potential to discover good circuits for a problem, but it is n