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Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines,

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quant-ph 1

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2026 1

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UNVERDICTED 1

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QnRL: Quantum-Native Reinforcement Learning

quant-ph · 2026-06-06 · unverdicted · novelty 6.0

QnRL is a distributional quantum RL framework that distills conditional action policies from moments of quantum generative models in Hilbert space via the QuAK algorithm, reporting higher scores and fewer parameters than baselines.

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  • QnRL: Quantum-Native Reinforcement Learning quant-ph · 2026-06-06 · unverdicted · none · ref 27

    QnRL is a distributional quantum RL framework that distills conditional action policies from moments of quantum generative models in Hilbert space via the QuAK algorithm, reporting higher scores and fewer parameters than baselines.