quant-ph · 2026-05-27 · No. 10

Quantum Physics, 2026-05-27.

2 new papers in quant-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation

    Juan Cruz-Benito, Ismael Faro

    quant-ph · cs.AI

    We adapt Microsoft's QuantumKatas -- a well-established quantum computing curriculum -- from Q# to Qiskit, the most widely-adopted quantum computing framework, and package it with an evaluation framework for systematic LLM assessment. The resulting benchmark comprises 350 tasks across 26 categories, spanning fundamental gates through advanced algorithms (Grover's, Simon's, Deutsch-Jozsa), error correction, key distribution, and quantum games....

    arxiv.org/abs/2605.27210 · PDF

  2. 02

    Adaptive Reinforcement Learning for Robust Open Quantum System Control: A Multi-Task Framework with Temporal Optimization

    Haftu W. Fentaw, Steve Campbell, Simon Caton

    quant-ph · cs.LG

    We present a Multi-task Soft Actor-Critic (SAC) Reinforcement Learning framework designed for open-system quantum control across diverse Hamiltonians, which learns optimal pulse sequences while simultaneously discovering problem-specific evolution time T and number of control pulse segments N. Experimental results across 51 Hamiltonian variations demonstrate that the multi-task SAC model is able to generate control pulses that can drive a...

    arxiv.org/abs/2605.26925 · PDF

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