Bridging Distributionally Robust Learning and Offline RL: An Approach to Mitigate Distribution Shift and Partial Data Coverage.
Kishan PanagantiZaiyan XuDileep M. KalathilMohammad GhavamzadehPublished in: CoRR (2023)
Keyphrases
- data processing
- learning algorithm
- reinforcement learning
- data sets
- neural network
- prior knowledge
- learning problems
- online learning
- input data
- robust optimization
- uniformly distributed
- data quality
- data distribution
- knowledge acquisition
- data points
- probability distribution
- data sources
- learning process
- multi agent
- high quality
- training data
- machine learning