Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection.
Fan ShiBin LiXiangyang XuePublished in: ICLR (2024)
Keyphrases
- production rules
- high level
- mental imagery
- generative model
- reasoning systems
- knowledge base
- abstraction hierarchy
- data driven
- missing data
- reinforcement learning
- rule sets
- graphical representation
- neural network
- possibilistic networks
- model based reasoning
- association rules
- rule learning
- low rank
- covariance matrix
- spatial reasoning
- probabilistic reasoning
- qualitative reasoning
- automated reasoning
- low level
- inference process
- selection algorithm
- reasoning processes
- singular value decomposition
- knowledge representation