A context-based meta-reinforcement learning approach to efficient hyperparameter optimization.
Xiyuan LiuJia WuSenpeng ChenPublished in: Neurocomputing (2022)
Keyphrases
- reinforcement learning
- optimization problems
- learning algorithm
- global optimization
- multi agent systems
- computationally efficient
- optimization algorithm
- gaussian processes
- optimization process
- function approximation
- model free
- genetic algorithm
- constrained optimization
- optimal control
- combinatorial optimization
- cost effective
- query optimization
- support vector machine