MemoryPath: A deep reinforcement learning framework for incorporating memory component into knowledge graph reasoning.
Shuangyin LiHeng WangRong PanMingzhi MaoPublished in: Neurocomputing (2021)
Keyphrases
- knowledge base
- reinforcement learning
- general knowledge
- conceptual framework
- reasoning mechanisms
- knowledge representation
- knowledge acquisition
- reasoning process
- reasoning mechanism
- knowledge based systems
- domain experts
- conceptual model
- meta level
- random walk
- directed graph
- function approximation
- graph representation
- logical framework
- domain knowledge
- expert systems