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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
1462021
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
322020
Quantum-accessible reinforcement learning beyond strictly epochal environments
A Hamann, V Dunjko, S Wölk
Quantum Machine Intelligence 3 (2), 22, 2021
152021
Approximate decoherence free subspaces for distributed sensing
A Hamann, P Sekatski, W Dür
Quantum Science and Technology 7 (2), 025003, 2022
92022
Performance analysis of a hybrid agent for quantum-accessible reinforcement learning
A Hamann, S Wölk
New Journal of Physics 24 (3), 033044, 2022
72022
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
Optimal distributed multi-parameter estimation in noisy environments
A Hamann, P Sekatski, W Duer
Quantum Science and Technology, 2023
2023
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 1–8