Hybrid RL: Using both offline and online data can make RL efficient.
Yuda SongYifei ZhouAyush SekhariDrew BagnellAkshay KrishnamurthyWen SunPublished in: ICLR (2023)
Keyphrases
- reinforcement learning
- data sets
- raw data
- real time
- data collection
- training data
- high quality
- original data
- end users
- data points
- database
- data processing
- data analysis
- data quality
- missing data
- synthetic data
- high dimensional data
- statistical analysis
- computer systems
- small number
- input data
- image data
- database systems
- data warehouse
- state space
- knowledge discovery
- data distribution
- prior knowledge
- metadata
- data retrieval