Active Learning within Constrained Environments through Imitation of an Expert Questioner.
Kalesha BullardYannick SchroeckerSonia ChernovaPublished in: IJCAI (2019)
Keyphrases
- active learning
- learning algorithm
- dynamic environments
- real time
- learning strategies
- pool based active learning
- semi supervised
- active learning strategies
- expert advice
- transfer learning
- human experts
- semi supervised learning
- inverse reinforcement learning
- random sampling
- training examples
- knowledge acquisition
- supervised learning
- relevance feedback
- data mining