From Classical Data to Quantum Advantage -- Quantum Policy Evaluation on Quantum Hardware

Daniel Hein, Simon Wiedemann, Markus Baumann +7

Quantum policy evaluation (QPE) is a reinforcement learning (RL) algorithm which is quadratically more efficient than an analogous classical Monte Carlo estimation. It makes use of…