ARDNS-FN-Quantum: A Quantum-Enhanced Reinforcement Learning Framework with Cognitive-Inspired Adaptive Exploration for Dynamic Environments. - Umberto Gonçalves de Sousa (CoRR, 2025)

Q-ARDNS-Multi: A Multi-Agent Quantum Reinforcement Learning Framework with Meta-Cognitive Adaptation for Complex 3D Environments. - Umberto Gonçalves de Sousa (CoRR, 2025)

LogGuardQ: A Cognitive-Enhanced Reinforcement Learning Framework for Cybersecurity Anomaly Detection in Security Logs. - Umberto Gonçalves de Sousa (CoRR, 2025)