ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation.
Yuewen SunErli WangBiwei HuangChaochao LuLu FengChangyin SunKun ZhangPublished in: AAAI (2024)
Keyphrases
- data sets
- database
- missing data
- raw data
- synthetic data
- knowledge discovery
- data collection
- social networks
- experimental data
- data structure
- data analysis
- statistical analysis
- complex data
- missing values
- data processing
- small number
- prior knowledge
- reinforcement learning
- data points
- high dimensional data
- data sources
- data acquisition
- feature selection
- network structure
- machine learning
- original data
- data quality
- databases