DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning.
Wenhan XiongThien HoangWilliam Yang WangPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- knowledge base
- knowledge representation
- prior knowledge
- significant improvement
- edge detection
- high accuracy
- support vector machine
- reasoning process
- model free
- production rules
- preprocessing
- objective function
- probabilistic model
- state space
- computational cost
- case based reasoning
- dynamic programming
- domain knowledge
- graph cuts
- clustering method
- segmentation method
- graph matching
- graph structure
- computational complexity
- graph structures