Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.
Yanhua YuXiuxiu CaiAng MaYimeng RenShuai ZhenJie LiKangkang LuZhiyong HuangTat-Seng ChuaPublished in: KSEM (5) (2024)
Keyphrases
- reinforcement learning
- knowledge base
- knowledge representation
- domain knowledge
- reasoning process
- random walk
- general knowledge
- function approximation
- knowledge processing
- knowledge acquisition
- reasoning mechanism
- expert systems
- incomplete knowledge
- reasoning mechanisms
- formal models
- directed acyclic graph
- graph theory
- directed graph
- knowledge discovery
- graph matching
- procedural knowledge
- diagnostic systems
- commonsense knowledge
- dynamic programming
- human reasoning
- knowledge management
- probabilistic knowledge
- data mining techniques
- learned knowledge
- shortest path
- domain experts
- past experience
- graph representation
- probabilistic reasoning
- visual attention
- learning algorithm