Automated quantum programming via reinforcement learning for combinatorial optimization.
Keri A. McKiernanErik DavisM. Sohaib AlamChad RigettiPublished in: CoRR (2019)
Keyphrases
- combinatorial optimization
- reinforcement learning
- combinatorial optimization problems
- traveling salesman problem
- metaheuristic
- simulated annealing
- branch and bound
- branch and bound algorithm
- function approximation
- combinatorial problems
- programming language
- model free
- mathematical programming
- quadratic assignment problem
- quantum computation
- path relinking
- hard combinatorial optimization problems
- optimization problems
- machine learning
- markov decision processes
- multi agent
- genetic algorithm
- constraint satisfaction
- benchmark problems
- optimal policy
- evolutionary algorithm
- search algorithm
- optimal solution
- quantum computing
- neural network