Theodore Andronikos

AI-Farol: Co-Evolutionary Dynamics in a Multi-Agent Two-Sided Learning Framework

The El Farol Bar game is a classical model of coordination under uncertainty that traditionally treats the venue as a passive constraint. In this work, we reconceptualize the problem by modeling the bar as a strategic player endowed with AI-driven learning capabilities. We extend...

Evaluation of Variational Quantum Classifiers (VQC) for Cyberattack Detection in the NISQ Era

We investigate the structural limits of Variational Quantum Classifiers (VQC) for network anomaly detection in the Noisy Intermediate-Scale Quantum (NISQ) era. Using the official 20% research subset of NSL-KDD, we train a 4-qubit classifier that embeds 16 principal components by...