A survey on quantum reinforcement learning N Meyer, C Ufrecht, M Periyasamy, DD Scherer, A Plinge, C Mutschler arXiv preprint arXiv:2211.03464, 2022 | 69 | 2022 |
Quantum policy gradient algorithm with optimized action decoding N Meyer, D Scherer, A Plinge, C Mutschler, M Hartmann International Conference on Machine Learning, 24592-24613, 2023 | 29 | 2023 |
An empirical comparison of optimizers for quantum machine learning with spsa-based gradients M Wiedmann, M Hölle, M Periyasamy, N Meyer, C Ufrecht, DD Scherer, ... 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 24 | 2023 |
Incremental data-uploading for full-quantum classification M Periyasamy, N Meyer, C Ufrecht, DD Scherer, A Plinge, C Mutschler 2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022 | 18 | 2022 |
Quantum natural policy gradients: Towards sample-efficient reinforcement learning N Meyer, DD Scherer, A Plinge, C Mutschler, MJ Hartmann 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 16 | 2023 |
Qiskit-torch-module: Fast prototyping of quantum neural networks N Meyer, C Ufrecht, M Periyasamy, A Plinge, C Mutschler, DD Scherer, ... 2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2024 | 4 | 2024 |
Comprehensive Library of Variational LSE Solvers N Meyer, M Röhn, J Murauer, A Plinge, C Mutschler, DD Scherer 2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2024 | 3 | 2024 |
Benchmarking Quantum Reinforcement Learning N Meyer, C Ufrecht, G Yammine, G Kontes, C Mutschler, DD Scherer arXiv preprint arXiv:2501.15893, 2025 | 2 | 2025 |
Warm-start variational quantum policy iteration N Meyer, J Murauer, A Popov, C Ufrecht, A Plinge, C Mutschler, ... 2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2024 | 2 | 2024 |
BenchQC--Scalable and modular benchmarking of industrial quantum computing applications F Geissler, E Stopfer, C Ufrecht, N Meyer, DD Scherer, F Wagner, ... arXiv preprint arXiv:2504.11204, 2025 | | 2025 |
Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization N Meyer, J Berberich, C Mutschler, DD Scherer arXiv preprint arXiv:2410.21117, 2024 | | 2024 |
Reinforcement Learning@ FAU2021 C Mutschler, S Rietsch, N Meyer | | |