Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems
Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems
Yeong-Jun Seok,Ju-Bong Kim,3 Authors,Wonhyuk Lee
2025 · DOI: 10.1007/s10922-025-09902-7
Journal of Network and Systems Management · 2 Citations
TLDR
A reinforcement learning (RL)-based method for end-to-end key provisioning in QKD networks that outperforms traditional greedy algorithms by minimizing session interruptions and reducing unused quantum keys.