1.8k citations · 3.3k across the 37 of their papers we have counts for
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How to Teach AI to Play Bell Non-Local Games: Reinforcement Learning
Kishor Bharti, Tobias Haug, Vlatko Vedral +1
Motivated by the recent success of reinforcement learning in games such as Go and Dota2, we formulate Bell non-local games as a reinforcement learning problem. Such a formulation h…
Machine learning engineering of quantum currents
Tobias Haug, Rainer Dumke, Leong-Chuan Kwek +2
The design, accurate preparation and manipulation of quantum states in quantum circuits are essential operational tasks at the heart of quantum technologies. Nowadays, circuits can…
Long-distance dissipation-assisted transport of entangled states via a chiral waveguide
Wai-Keong Mok, Davit Aghamalyan, Jia-Bin You +4
Quantum networks provide a prominent platform for realizing quantum information processing and quantum communication, with entanglement being a key resource in such applications. H…
Topological pumping of quantum correlations
T. Haug, L. Amico, L. -C. Kwek +2
Topological pumping and duality transformations are paradigmatic concepts in condensed matter and statistical mechanics. In this paper, we extend the concept of topological pumping…