Multi-Hop Reasoning of Temporal Knowledge Graph Based on Reinforcement Learning

Author:

Wang Qi1,Chen Lei2,Yang Lin1,Wang Ming3

Affiliation:

1. School of Artificial Intelligence, Hebei University of Technology,Tianjin,China

2. Shandong Inspur Database Technology Co., Ltd,Jinan,China

3. Hebei Education of Examinations Authority,Hebei,China

Publisher

IEEE

Reference32 articles.

1. DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

2. Graph attention networks[J];veli?kovi?;ArXiv Preprint,2017

3. Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning[C];das;International Conference on Learning Representations,0

4. Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning[J];das;ArXiv Preprint,2017

5. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

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