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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Sanjaya Lohani

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Preprint Sep 2026

Adaptive AI for Pulse-Level Quantum Control

The Control Variational Quantum Eigensolver (ctrl-VQE) directly optimizes microwave pulses to enable faster and lower-error quantum-state preparation, but its continuous control landscape re- quires efficient search strategies. We demonstrate that a reinforcement-learning agent based on a deep Q learning network can au...

Sanjeev Shapkota, Ya-Yu Mo, Sanjaya Lohani · 0 citations

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