Active Learning of Reward Dynamics from Hierarchical Queries.
Chandrayee BasuErdem BiyikZhixun HeMukesh SinghalDorsa SadighPublished in: IROS (2019)
Keyphrases
- active learning
- query language
- query evaluation
- query processing
- user queries
- labeled data
- reinforcement learning
- aggregate queries
- query logs
- range queries
- semi supervised
- training set
- experimental design
- complex queries
- efficient processing
- databases
- selective sampling
- learning strategies
- supervised learning
- multi agent
- learning algorithm
- machine learning
- hierarchical structure
- search queries
- random sampling
- web search engines
- query formulation
- answering queries