It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning.
Julio HurtadoAlain Raymond-SaezVladimir AraujoVincenzo LomonacoDavide BacciuPublished in: CoRR (2022)
Keyphrases
- empirical studies
- reinforcement learning
- neural nets
- benchmark datasets
- computer assisted instruction
- preprocessing
- high school students
- individual differences
- qualitative and quantitative
- learning systems
- secondary school
- experimental design
- human experts
- learning tasks
- machine learning methods
- online learning
- significant improvement
- active learning
- neural network
- knowledge acquisition
- prior knowledge
- learning process
- elementary school
- data structure
- teacher education
- learning algorithm