Learning to Walk with Dual Agents for Knowledge Graph Reasoning.
Denghui ZhangZixuan YuanHao LiuXiaodong LinHui XiongPublished in: CoRR (2021)
Keyphrases
- learned knowledge
- knowledge acquisition
- reasoning process
- incomplete knowledge
- learning process
- prior knowledge
- domain knowledge
- solving problems
- knowledge base
- intelligent behavior
- learning agents
- learning mechanisms
- multi agent systems
- learning systems
- multi agent
- learning algorithm
- random walk
- making decisions
- multiagent learning
- knowledge transfer
- background knowledge
- learning tasks
- knowledge sharing
- knowledge representation
- autonomous agents
- learning mechanism
- reinforcement learning
- complex domains
- cognitive agents
- cognitive abilities
- resource bounded
- reasoning processes
- cooperative
- supervised learning
- reasoning mechanisms
- learning agent
- past experience
- expert systems
- learning capabilities
- qualitative models
- graphical representation
- action selection
- multiple agents
- human experts
- domain experts
- dynamic environments