Quantum Observables for continuous control of the Quantum Approximate Optimization Algorithm via Reinforcement Learning.
Artur García-SáezJordi RiuPublished in: CoRR (2019)
Keyphrases
- optimization algorithm
- reinforcement learning
- multi objective
- control problems
- control parameters
- optimal control
- optimization method
- evolutionary multi objective
- quantum computing
- differential evolution
- artificial bee colony
- optimization strategy
- particle swarm optimisation
- global optima
- control method
- dynamic programming
- particle swarm optimization pso
- social networking
- control strategy
- optimal policy
- adaptive control
- control system
- action space
- objective function
- learning algorithm