Dynamic knowledge graph reasoning based on deep reinforcement learning.
Hao LiuShu-wang ZhouChangfang ChenTianlei GaoJiyong XuMinglei ShuPublished in: Knowl. Based Syst. (2022)
Keyphrases
- reinforcement learning
- knowledge base
- knowledge representation
- general knowledge
- reasoning process
- probabilistic knowledge
- knowledge processing
- knowledge acquisition
- learned knowledge
- reasoning mechanism
- domain knowledge
- knowledge management
- directed graph
- commonsense knowledge
- graph model
- dynamic environments
- uncertain information
- random walk
- knowledge based systems
- causal knowledge
- incomplete knowledge
- temporal knowledge
- dynamic graph
- formal models
- complex domains
- graphical representation
- weighted graph
- function approximation
- graph matching
- knowledge sharing