Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning.
Zhongni HouXiaolong JinZixuan LiLong BaiPublished in: ACL/IJCNLP (Findings) (2021)
Keyphrases
- reinforcement learning
- production rules
- knowledge base
- domain knowledge
- knowledge representation
- reasoning process
- knowledge acquisition
- general knowledge
- graph structure
- commonsense knowledge
- function approximation
- logical rules
- random walk
- temporal knowledge
- learned knowledge
- knowledge based systems
- procedural knowledge
- knowledge management
- representing knowledge
- prior knowledge
- model based reasoning
- knowledge processing
- reasoning mechanisms
- knowledge sharing
- solving problems
- reasoning engine
- graph theory
- graph matching
- causal knowledge
- reasoning mechanism
- incomplete knowledge
- probabilistic knowledge
- formal models
- probabilistic reasoning
- weighted graph
- markov decision processes
- background knowledge