Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning.
Zifeng DingJingpei WuZongyue LiYunpu MaVolker TrespPublished in: CoRR (2023)
Keyphrases
- inductive learning
- temporal knowledge
- reinforcement learning
- temporal reasoning
- machine learning
- temporal information
- temporal logic
- knowledge acquisition
- temporal abstractions
- lazy learning
- video sequences
- temporal constraints
- formal representation
- inductive logic programming
- domain theory
- representation language
- learning algorithm
- qualitative and quantitative
- model checking
- visual features
- image classification
- temporal data
- text mining
- supervised learning
- pairwise
- expert systems