Mazurenko, V. V.

NEURAL NETWORK AGENT PLAYING SPIN HAMILTONIAN GAMES ON A QUANTUM COMPUTER

2020 · Electronic Archive of Ural Federal University (ELAR UrFU)

We develop an autonomous agent effectively interacting with noisy quantum computer to solve magnetism problems. By using the reinforcement learning the agent is trained to find the best-possible approximation of a spin Hamiltonian ground state …