ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning.
Xudong SunJiali LinBernd BischlPublished in: CoRR (2019)
Keyphrases
- machine learning
- reinforcement learning
- search algorithm
- learning algorithm
- search space
- optimization algorithm
- active learning
- search efficiency
- search strategies
- natural language processing
- learning problems
- knowledge acquisition
- computational intelligence
- search strategy
- decision trees
- computer vision
- search methods
- global optimization
- transfer learning
- function approximation
- optimization approaches
- maximum likelihood
- supervised learning
- dynamic programming
- neural network
- data mining
- explanation based learning
- feature selection
- embedded systems
- inductive logic programming
- web pages
- pattern recognition
- probability distribution
- information extraction
- learning tasks
- kernel methods
- machine learning methods
- machine learning algorithms
- text mining