Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection.
Fan ShiBin LiXiangyang XuePublished in: CoRR (2024)
Keyphrases
- high level
- mental imagery
- production rules
- knowledge base
- abstraction hierarchy
- generative model
- model based reasoning
- reasoning systems
- case based reasoner
- data driven
- selection algorithm
- reasoning process
- unsupervised learning
- classification rules
- higher level
- knowledge representation
- selection strategy
- temporal abstractions
- qualitative simulation
- association rules
- machine learning
- artificial intelligence
- reinforcement learning
- reasoning mechanisms
- search algorithm
- linear algebra
- reasoning tasks
- automated reasoning
- qualitative reasoning
- model based diagnosis
- low rank
- singular value decomposition