Learning option MDPs from small data.
Ashkan ZehfrooshHerbert G. TannerJeffrey HeinzPublished in: ACC (2018)
Keyphrases
- data sets
- data collection
- data analysis
- reinforcement learning
- prior knowledge
- data processing
- data structure
- database
- supervised learning
- data quality
- learning systems
- input data
- data points
- data sources
- training data
- synthetic data
- hidden variables
- human experts
- statistical analysis
- learning algorithm
- knowledge acquisition
- semi supervised
- social networks
- learning process
- small number
- high dimensional data
- end users
- optimal policy
- machine learning
- background knowledge
- markov decision processes
- raw data
- original data
- neural network
- learning models
- image data
- decision theoretic