Reinforcement Learning with Neural Networks for Quantum Feedback

Machine learning with artificial neural networks is revolutionizing science. The most advanced challenges require discovering answers autonomously. In the domain of reinforcement learning, control strategies are improved according to a reward function. The power of neural-network-based reinforcement...

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Bibliographic Details
Main Authors: Thomas Fösel, Petru Tighineanu, Talitha Weiss, Florian Marquardt
Format: Article
Language:English
Published: American Physical Society 2018-09-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.8.031084