Task-agnostic Continual Learning with Hybrid Probabilistic Models.
Polina KirichenkoMehrdad FarajtabarDushyant RaoBalaji LakshminarayananNir LevineAng LiHuiyi HuAndrew Gordon WilsonRazvan PascanuPublished in: CoRR (2021)
Keyphrases
- probabilistic model
- learning algorithm
- learning process
- hybrid learning
- online learning
- reinforcement learning
- real time
- empirical studies
- active learning
- learning systems
- background knowledge
- learning problems
- learning analytics
- database
- probabilistic modeling
- artificial neural networks
- machine learning
- neural network
- knowledge acquisition
- data sets
- learning tasks
- hidden variables
- learning scheme