6 citations · 6 across the 1 of their papers we have counts for
2 papers
cond-mat.dis-nn2019★ 6 cited
Classical Quantum Optimization with Neural Network Quantum States
Joseph Gomes, Keri A. McKiernan, Peter Eastman +1
The classical simulation of quantum systems typically requires exponential resources. Recently, the introduction of a machine learning-based wavefunction ansatz has led to the abil…
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…