Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning.
Aviral KumarRishabh AgarwalDibya GhoshSergey LevinePublished in: ICLR (2021)
Keyphrases
- data sets
- data analysis
- data sources
- synthetic data
- reinforcement learning
- data collection
- database
- experimental data
- high quality
- data structure
- historical data
- data points
- training data
- machine learning
- transfer learning
- data acquisition
- statistical methods
- data objects
- dynamic programming
- prior knowledge
- end users
- probability distribution
- input data
- feature space
- computer systems
- labeled data
- neural network