78 citations · 575 across the 23 of their papers we have counts for
3 papers · 1 filter
Quantum Neural Networks for a Supply Chain Logistics Application
Randall Correll, Sean J. Weinberg, Fabio Sanches +2
Problem instances of a size suitable for practical applications are not likely to be addressed during the noisy intermediate-scale quantum (NISQ) period with (almost) pure quantum…
Supply Chain Logistics with Quantum and Classical Annealing Algorithms
Sean J. Weinberg, Fabio Sanches, Takanori Ide +2
Noisy intermediate-scale quantum (NISQ) hardware is almost universally incompatible with full-scale optimization problems of practical importance which can have many variables and…
Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
Fabio Sanches, Sean Weinberg, Takanori Ide +1
Quantum computing and machine learning have potential for symbiosis. However, in addition to the hardware limitations from current devices, there are still basic issues that must b…