DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning.
Prayag TiwariHongyin ZhuHari Mohan PandeyPublished in: Neural Networks (2021)
Keyphrases
- reinforcement learning
- knowledge representation
- reasoning process
- reasoning mechanism
- knowledge base
- general knowledge
- incomplete knowledge
- expert systems
- knowledge acquisition
- directed graph
- domain knowledge
- commonsense knowledge
- structured data
- domain experts
- model based reasoning
- solving problems
- knowledge processing
- deductive reasoning
- prior knowledge
- uncertain information
- production rules
- knowledge structures
- weighted graph
- function approximation
- random walk
- reasoning processes
- state space