Data-efficient Hindsight Off-policy Option Learning.
Markus WulfmeierDushyant RaoRoland HafnerThomas LampeAbbas AbdolmalekiTim HertweckMichael NeunertDhruva TirumalaNoah Y. SiegelNicolas HeessMartin A. RiedmillerPublished in: CoRR (2020)
Keyphrases
- data sets
- raw data
- database
- prior knowledge
- learning process
- data processing
- data collection
- data structure
- synthetic data
- statistical analysis
- learning algorithm
- original data
- knowledge acquisition
- reinforcement learning
- dimensionality reduction
- experimental data
- learning systems
- input data
- data quality
- image data
- knowledge discovery
- data points
- missing data
- hidden variables
- sensor data
- data objects
- computer systems
- historical data
- learned models
- background knowledge
- unsupervised learning
- relational databases
- feature selection
- online learning
- small number
- data sources
- active learning
- data analysis