Addressing the Stability-Plasticity Dilemma via Knowledge-Aware Continual Learning.
Ghada SokarDecebal Constantin MocanuMykola PechenizkiyPublished in: CoRR (2021)
Keyphrases
- learning systems
- knowledge acquisition
- learning process
- background knowledge
- learning algorithm
- prior knowledge
- knowledge discovery
- domain knowledge
- case study
- reinforcement learning
- expert systems
- effective learning
- knowledge representation
- knowledge level
- artificial intelligence
- learning mechanisms
- learning mechanism
- inductive inference
- learning scheme
- learning tasks
- knowledge base
- knowledge based systems
- online learning
- knowledge management
- neural network
- training data
- active learning