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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…
Local certification of programmable quantum devices of arbitrary high dimensionality
Kishor Bharti, Maharshi Ray, Antonios Varvitsiotis +2
The onset of the era of fully-programmable error-corrected quantum computers will be marked by major breakthroughs in all areas of science and engineering. These devices promise to…
Near-term quantum algorithms for linear systems of equations
Hsin-Yuan Huang, Kishor Bharti, Patrick Rebentrost
Solving linear systems of equations is essential for many problems in science and technology, including problems in machine learning. Existing quantum algorithms have demonstrated…