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Axel Plinge

Fraunhofer-IIS, Fraunhofer Institute for Integrated Circuits IIS, Division Positioning and Networks, Nuremberg, Germany

Optimizing Quantum Circuits via ZX Diagrams using Reinforcement Learning and Graph Neural Networks

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Apr 04, 2025
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Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule

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Apr 24, 2024
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Warm-Start Variational Quantum Policy Iteration

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Apr 16, 2024
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Comprehensive Library of Variational LSE Solvers

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Apr 15, 2024
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Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks

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Apr 09, 2024
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C-MCTS: Safe Planning with Monte Carlo Tree Search

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May 25, 2023
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An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients

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Apr 27, 2023
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Batch Quantum Reinforcement Learning

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Apr 27, 2023
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Efficient Beam Search for Initial Access Using Collaborative Filtering

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Sep 14, 2022
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Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving

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Jul 23, 2022
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