Q-Policy: Quantum-Enhanced Policy Evaluation for Scalable Reinforcement Learning

Kalyan Cherukuri, Aarav Lala, Yash Yardi

We propose Q-Policy, a hybrid quantum-classical reinforcement learning (RL) framework that mathematically accelerates policy evaluation and optimization by exploiting quantum compu…