Controlled Online Optimization Learning (COOL): Finding the ground state of spin Hamiltonians with reinforcement learning

Kyle Mills, Pooya Ronagh, Isaac Tamblyn

Reinforcement learning (RL) has become a proven method for optimizing a procedure for which success has been defined, but the specific actions needed to achieve it have not. We app…