Graph Neural Network Autoencoders for Efficient Quantum Circuit Optimisation

Ioana Moflic, Vikas Garg, Alexandru Paler

Reinforcement learning (RL) is a promising method for quantum circuit optimisation. However, the state space that has to be explored by an RL agent is extremely large when consider…