164 citations · 1.2k across the 72 of their papers we have counts for
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quant-ph2020
Reinforcement Learning with Neural Networks for Quantum Multiple Hypothesis Testing
Sarah Brandsen, Kevin D. Stubbs, Henry D. Pfister
Reinforcement learning with neural networks (RLNN) has recently demonstrated great promise for many problems, including some problems in quantum information theory. In this work, w…
quant-ph2020★ 22 cited
Belief Propagation with Quantum Messages for Quantum-Enhanced Classical Communications
Narayanan Rengaswamy, Kaushik P. Seshadreesan, Saikat Guha +1
For space-based laser communications, when the mean photon number per received optical pulse is much smaller than one, there is a large gap between communications capacity achievab…