High-dimensional reinforcement learning for optimization and control of ultracold quantum gases.
Nicholas MilsonArina TashchilinaTian OoiAnna CzarneckaZaheen Farraz AhmadLindsay J. LeBlancPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- high dimensional
- reinforcement learning
- control problems
- optimization algorithm
- low dimensional
- control system
- robot control
- optimal control
- similarity search
- control strategies
- function approximation
- optimization problems
- robotic control
- neural network
- learning process
- reinforcement learning algorithms
- control method
- constrained optimization
- adaptive control
- quantum computing
- quantum computation
- sparse data
- control strategy
- high dimensionality
- optimization method
- multi dimensional
- multi objective
- evolutionary algorithm