How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition.
Jorge A. MendezEric EatonPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- learning systems
- knowledge acquisition
- learning algorithm
- prior knowledge
- learning tasks
- human experts
- knowledge level
- domain knowledge
- learning process
- multiple tasks
- complex domains
- multi task learning
- procedural knowledge
- knowledge transfer
- multi task
- learned knowledge
- knowledge base
- online learning
- knowledge representation
- expert systems
- case base
- knowledge sharing
- learning community
- background knowledge
- solving problems
- organizational learning
- supervised learning
- case based reasoning
- active learning