Showing 2026Show all
2 papers · 1 filter
quant-ph2026
Challenge-Response Quantum Reinforcement Learning with Application to Quantum-Assisted Authentication
Jawaher Kaldari, Saif Al-Kuwari
Quantum reinforcement learning (QRL) has emerged as a promising research direction that integrates quantum information processing into reinforcement learning frameworks. While many…
quant-ph2026
AML-QKD: Adaptive Machine Learning Framework for Real-time Parameter Tuning in QKD
Noureldin Mohamed, Jawaher Kaldari, Saif Al-Kuwari
Despite the robust security guarantees of Quantum Key Distribution (QKD), practical deployment is hindered by dynamic channel noise and complex parameter optimization. We propose A…