Deep Reinforcement Learning with Model-Based Acceleration for Hyperparameter Optimization.
Senpeng ChenJia WuXiuyun ChenPublished in: ICTAI (2019)
Keyphrases
- reinforcement learning
- model free
- optimization algorithm
- function approximation
- optimization method
- multi agent
- optimization problems
- model selection
- optimization model
- optimization process
- markov decision processes
- genetic algorithm
- gaussian processes
- optimal control
- optimization methods
- global optimization
- machine learning
- dynamic programming
- multi objective
- active learning
- evolutionary algorithm
- training set