crossrefMachine Learning: Science and Technology2026-07-21
Towards real-time control of a CartPole system on a quantum computer
Nguyen Truong Thu Ngo, Väinö Mehtola, Jérôme Lenssen, Peiyong Wang, Francesco Cosco, Tien-Fu Lu, et al.
Abstract The application of quantum reinforcement learning (QRL) to real-time control systems faces significant challenges regarding hardware latency, noise susceptibility, and learning convergence. This work presents an end-to-end investigation of a minimal hybrid quantum-classi…