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Author

Sanjeev Shapkota

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Preprint Sep 2026

Adaptive AI for Pulse-Level Quantum Control

It is demonstrated that a reinforcement-learning agent based on a deep Q learning network can autonomously discover high-performance pulse sequences using only system parameters and a reward function, highlighting adaptive learning as a promising hardware-ready framework for pulse-level quantum control.

Sanjeev Shapkota, Ya-Yu Mo, S. Lohani · 0 citations

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