38 citations · 102 across the 7 of their papers we have counts for
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quant-ph2019
Quantum Logic Gate Synthesis as a Markov Decision Process
M. Sohaib Alam, Noah F. Berthusen, Peter P. Orth
Reinforcement learning has witnessed recent applications to a variety of tasks in quantum programming. The underlying assumption is that those tasks could be modeled as Markov Deci…
quant-ph2019
Automated quantum programming via reinforcement learning for combinatorial optimization
Keri A. McKiernan, Erik Davis, M. Sohaib Alam +1
We develop a general method for incentive-based programming of hybrid quantum-classical computing systems using reinforcement learning, and apply this to solve combinatorial optimi…