178 citations · 571 across the 16 of their papers we have counts for
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quant-ph2020★ 11 cited
Quantum-accessible reinforcement learning beyond strictly epochal environments
A. Hamann, V. Dunjko, S. Wölk
In recent years, quantum-enhanced machine learning has emerged as a particularly fruitful application of quantum algorithms, covering aspects of supervised, unsupervised and reinfo…
quant-ph2020★ 12 cited
Noisy distributed sensing in the Bayesian regime
S. Wölk, P. Sekatski, W. Dür
We consider non-local sensing of scalar signals with specific spatial dependence in the Bayesian regime. We design schemes that allow one to achieve optimal scaling and are immune…