Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation.
Chaochao LuBiwei HuangKe WangJosé Miguel Hernández-LobatoKun ZhangBernhard SchölkopfPublished in: CoRR (2020)
Keyphrases
- data sets
- training data
- synthetic data
- reinforcement learning
- data processing
- data collection
- complex data
- database
- high quality
- high dimensional data
- search engine
- data analysis
- statistical methods
- statistical analysis
- image data
- small number
- test data
- data retrieval
- input data
- data points
- data sources
- dynamic programming
- prior knowledge
- training set
- multi agent
- bayesian networks