# Optimization of CV-QKD Under Practical Constraints

arXiv: https://arxiv.org/abs/2605.02045 · HTML: https://mlsanity.com/paper/2605.02045/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 10 references that are in the map.
- First posted on arXiv 3 May 2026.

## Abstract (arXiv)

Using reinforcement learning, we optimize for practical hardware constraints, including limited FIR filter taps at the transmitter and receiver, mean photon number and finite DAC/ADC resolution. Under these realistic conditions, the proposed approach achieves significant performance improvements.