106 citations · 113 across the 7 of their papers we have counts for
7 papers
Engineering Microbial Symbiosis for Mars Habitability
Randall R. Correll, Simon P. Worden
The colonization of Mars presents extraordinary challenges, including radiation exposure, low atmospheric pressure, and toxic regolith. Recent advancements in synthetic biology and…
Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes
Joshua Levin, Randall Correll, Takanori Ide +3
Deep reinforcement learning (RL) has been shown to be effective in producing approximate solutions to some vehicle routing problems (VRPs), especially when using policies generated…
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…
Reinforcement Learning for Multi-Truck Vehicle Routing Problems
Joshua Levin, Randall Correll, Takanori Ide +3
Deep reinforcement learning (RL) has been shown to be effective in producing approximate solutions to some vehicle routing problems (VRPs), especially when using policies generated…
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…
An Efficient User-Side Nulling Calibration for Quantum Annealing Computers
Randall R. Correll
(Withdrawn) This work describes an efficient user-side method of calibrating and correcting quantum annealing computers. For quantum annealing computers based on the Ising model, t…
Grazing Collisions of Black Holes via the Excision of Singularities
Steve Brandt, Randall Correll, Roberto Gomez +10
We present the first simulations of non-headon (grazing) collisions of binary black holes in which the black hole singularities have been excised from the computational domain. Ini…