Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning.
Zifeng DingJingpei WuZongyue LiYunpu MaVolker TrespPublished in: ECML/PKDD (3) (2023)
Keyphrases
- inductive learning
- temporal knowledge
- reinforcement learning
- temporal reasoning
- machine learning
- knowledge acquisition
- temporal information
- temporal logic
- lazy learning
- inductive logic programming
- temporal abstractions
- formal representation
- representation language
- first order logic
- learning algorithm
- temporal constraints
- video sequences
- domain theory
- data mining
- image sequences
- qualitative and quantitative
- visual features
- expert systems