How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition.
Jorge A. MendezEric EatonPublished in: CoRR (2022)
Keyphrases
- learning systems
- learning problems
- learning process
- prior knowledge
- learning algorithm
- multiple tasks
- knowledge acquisition
- domain knowledge
- learning mechanisms
- learning tasks
- knowledge transfer
- knowledge management
- online learning
- effective learning
- active learning
- reinforcement learning
- multi task learning
- complex domains
- mobile learning
- knowledge creation
- ontology development
- knowledge acquired
- transfer knowledge
- learning mechanism
- learning scenarios
- human experts
- domain experts
- supervised learning
- knowledge representation
- bayesian networks
- decision trees