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Arne Hamann
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Experimental quantum speed-up in reinforcement learning agents
V Saggio, BE Asenbeck, A Hamann, T Strömberg, P Schiansky, V Dunjko, ...
Nature 591 (7849), 229-233, 2021
1922021
Photonic architecture for reinforcement learning
F Flamini, A Hamann, S Jerbi, LM Trenkwalder, HP Nautrup, HJ Briegel
New Journal of Physics 22 (4), 045002, 2020
342020
Quantum-accessible reinforcement learning beyond strictly epochal environments
A Hamann, V Dunjko, S Wölk
Quantum Machine Intelligence 3 (2), 22, 2021
192021
Approximate decoherence free subspaces for distributed sensing
A Hamann, P Sekatski, W Dür
Quantum Science and Technology 7 (2), 025003, 2022
172022
Performance analysis of a hybrid agent for quantum-accessible reinforcement learning
A Hamann, S Wölk
New Journal of Physics 24 (3), 033044, 2022
122022
Optimal distributed multi-parameter estimation in noisy environments
A Hamann, P Sekatski, W Dür
Quantum Science and Technology 9 (3), 035005, 2024
42024
Quantum speed-ups in reinforcement learning
V Saggio, BE Asenbeck, A Hamann, T Strömberg, P Schiansky, V Dunjko, ...
Quantum Nanophotonic Materials, Devices, and Systems 2021 11806, 40-49, 2021
22021
Experimental distributed quantum sensing in a noisy environment
J Bate, A Hamann, M Canteri, A Winkler, ZX Koong, V Krutyanskiy, W Dür, ...
arXiv preprint arXiv:2501.08940, 2025
12025
Selective and noise-resilient wave estimation with quantum sensor networks
A Hamann, P Aigner, P Sekatski, W Dür
arXiv preprint arXiv:2412.12291, 2024
2024
Experimental Quantum-enhanced Reinforcement Learning
V Saggio, BE Asenbeck, A Hamann, T Strömberg, P Schiansky, V Dunjko, ...
Photonics in Switching and Computing, Tu3B. 2, 2021
2021
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Articles 1–10