5 papers
AI-Farol: Co-Evolutionary Dynamics in a Multi-Agent Two-Sided Learning Framework
Iosif Polenakis, Kalliopi Kastampolidou, Theodore Andronikos
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 probl…
Evaluation of Variational Quantum Classifiers (VQC) for Cyberattack Detection in the NISQ Era
Angelos Thomos, Theodore Andronikos
This paper investigates the effectiveness and structural limits of Variational Quantum Classifiers (VQC) for detecting network anomalies in the era of Noisy Intermediate-Scale Quan…
Extending the El Farol Bar Game with Partial Observability and Incentive Design
Iosif Polenakis, Kalliopi Kastampolidou, Theodore Andronikos
The El Farol Bar game is a classic model of coordination under uncertainty, traditionally treating the venue as a passive constraint. In this work, we re-conceptualize the problem…
Probabilistic Links Between Quantum Classification of Patterns of Boolean Functions and Hamming Distance
Theodore Andronikos, Constantinos Bitsakos, Konstantinos Nikas +2
This article investigates the probabilistic relationship between quantum classification of Boolean functions and their Hamming distance. By integrating concepts from quantum comput…
Quantum Shadows: The Dining Information Brokers
Theodore Andronikos, Constantinos Bitsakos, Konstantinos Nikas +2
This article introduces the innovative Quantum Dining Information Brokers Problem, presenting a novel entanglement-based quantum protocol to address it. The scenario involves i…