Software and Data Repository for Quantum-Enhanced Data Analytics

This repository contains code and datasets for the empirical study "Deep Quantum Routing Agent (DQRA) Using Real Network Traces." It includes a reproducible deep reinforcement learning implementation of quantum entanglement routing, evaluated on real-world topologies (GEANT and BRAIN networks) with historical SNDlib traffic traces. The research bridges synthetic simulations and realistic quantum internet conditions, analyzing DQRA's robustness under bursty, skewed traffic and scalability limitations in qubit-constrained networks.