Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning.
Fangkai YangSteven GustafsonAlexander ElkholyDaoming LyuBo LiuPublished in: GPTP (2018)
Keyphrases
- machine learning
- reinforcement learning
- search algorithm
- learning algorithm
- search space
- function approximation
- state space
- feature selection
- decision trees
- partial plans
- data mining
- classical planning
- decision theoretic
- planning problems
- heuristic search
- support vector machine
- computer science
- high level
- natural language processing
- knowledge acquisition
- supervised learning
- learning problems
- search strategies
- active learning
- reinforcement learning algorithms
- partially observable
- forward search
- domain independent planning
- artificial intelligence