Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal.
Emanuele MarconatoGianpaolo BontempoElisa FicarraSimone CalderaraAndrea PasseriniStefano TesoPublished in: ICML (2023)
Keyphrases
- prior knowledge
- learning systems
- knowledge base
- knowledge acquisition
- learning process
- online learning
- background knowledge
- solving problems
- knowledge representation
- declarative knowledge
- procedural knowledge
- expert systems
- domain knowledge
- knowledge acquired
- knowledge level
- key concepts
- knowledge management
- artificial neural networks
- learning algorithm
- knowledge sharing
- production rules
- learning environment
- reinforcement learning
- subject matter
- high level
- learning mechanisms
- motor control
- reasoning processes
- neural network