Leveraging Offline Data in Online Reinforcement Learning.
Andrew WagenmakerAldo PacchianoPublished in: ICML (2023)
Keyphrases
- reinforcement learning
- data sets
- complex data
- data collection
- data processing
- knowledge discovery
- data sources
- database
- synthetic data
- online learning
- image data
- data points
- raw data
- high quality
- prior knowledge
- training data
- state space
- small number
- original data
- noisy data
- databases
- computer systems
- model free
- markov decision processes
- missing data
- attribute values
- spatial data
- multimedia data
- data distribution
- high dimensional data
- statistical analysis
- end users
- xml documents
- data analysis
- data structure
- multi agent
- social networks
- machine learning
- data mining
- real time