A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning.
Yan LiHan LiuWarren B. PowellPublished in: AISTATS (2016)
Keyphrases
- learning systems
- knowledge acquisition
- expert systems
- learning process
- background knowledge
- online learning
- acquire knowledge
- learning algorithm
- policy gradient
- supervised learning
- domain knowledge
- knowledge transfer
- knowledge level
- procedural knowledge
- reinforcement learning
- knowledge base
- knowledge management
- least squares
- optimal policy
- active learning
- prior knowledge
- learning tasks