Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning.
Mandana SaebiSteven J. KriegChuxu ZhangMeng JiangNitesh V. ChawlaPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- knowledge base
- knowledge representation
- general knowledge
- domain knowledge
- reasoning process
- expert systems
- incomplete knowledge
- knowledge acquisition
- representing knowledge
- model based reasoning
- function approximation
- logical rules
- reasoning engine
- relational information
- procedural knowledge
- knowledge sources
- background knowledge
- knowledge based systems
- prior knowledge
- relational learning
- solving problems
- relational data
- graphical models
- knowledge management
- probabilistic knowledge
- temporal knowledge
- dynamic programming
- human reasoning
- commonsense knowledge
- learning process
- bayesian networks