DAPath: Distance-aware knowledge graph reasoning based on deep reinforcement learning

Neural Networks ◽

10.1016/j.neunet.2020.11.012 ◽

2021 ◽

Vol 135 ◽

pp. 1-12

Author(s):

Prayag Tiwari ◽

Hongyin Zhu ◽

Hari Mohan Pandey

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph

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Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3394486.3403128 ◽

2020 ◽

Author(s):

Pengyang Wang ◽

Kunpeng Liu ◽

Lu Jiang ◽

Xiaolin Li ◽

Yanjie Fu

Keyword(s):

Reinforcement Learning ◽

Mobile User ◽

Spatial Knowledge ◽

User Profiling ◽

Knowledge Graph

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RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning

Applied Intelligence ◽

10.1007/s10489-021-02672-0 ◽

2021 ◽

Author(s):

Ling Chen ◽

Jun Cui ◽

Xing Tang ◽

Yuntao Qian ◽

Yansheng Li ◽

...

Keyword(s):

Reinforcement Learning ◽

Link Prediction ◽

Prediction Method ◽

Representation Learning ◽

Knowledge Graph ◽

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Hierarchical Policy Network with Multi-agent for Knowledge Graph Reasoning Based on Reinforcement Learning

Knowledge Science, Engineering and Management - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82136-4_36 ◽

2021 ◽

pp. 445-457

Author(s):

Mingming Zheng ◽

Yanquan Zhou ◽

Qingyao Cui

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph ◽

Policy Network ◽

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GRL: Knowledge graph completion with GAN-based reinforcement learning

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106421 ◽

2020 ◽

Vol 209 ◽

pp. 106421

Author(s):

Qi Wang ◽

Yuede Ji ◽

Yongsheng Hao ◽

Jie Cao

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph

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DKDR: An Approach of Knowledge Graph and Deep Reinforcement Learning for Disease Diagnosis

2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) ◽

10.1109/ispa-bdcloud-sustaincom-socialcom48970.2019.00187 ◽

2019 ◽

Author(s):

Yuanyuan Jia ◽

Zhiren Tan ◽

Junxing Zhang

Keyword(s):

Reinforcement Learning ◽

Disease Diagnosis ◽

Knowledge Graph

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User Background Information-Aware Music Recommendation with Reinforcement Learning-Based Knowledge Graph Exploration

10.1109/icce-tw52618.2021.9602990 ◽

2021 ◽

Author(s):

Keigo Sakurai ◽

Ren Togo ◽

Takahiro Ogawa ◽

Miki Haseyama

Keyword(s):

Reinforcement Learning ◽

Background Information ◽

Knowledge Graph ◽

Music Recommendation ◽

Graph Exploration

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Reward Function Design via Human Knowledge Graph and Inverse Reinforcement Learning for Intelligent Driving

10.4271/2021-01-0180 ◽

2021 ◽

Author(s):

Rong Guo ◽

Ze Hong ◽

Xiang Xue

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph ◽

Human Knowledge ◽

Inverse Reinforcement Learning ◽

Reward Function ◽

Function Design

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DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

10.18653/v1/d17-1060 ◽

2017 ◽

Author(s):

Wenhan Xiong ◽

Thien Hoang ◽

William Yang Wang

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph ◽

Learning Method

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Reinforcement learning with actor-critic for knowledge graph reasoning

Science China Information Sciences ◽

10.1007/s11432-018-9820-3 ◽

2020 ◽

Vol 63 (6) ◽

Author(s):

Linli Zhang ◽

Dewei Li ◽

Yugeng Xi ◽

Shuai Jia

Keyword(s):

Reinforcement Learning ◽

Knowledge Graph

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A Dynamic Financial Knowledge Graph Based on Reinforcement Learning and Transfer Learning

2019 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata47090.2019.9005691 ◽

2019 ◽

Author(s):

Rui Miao ◽

Xia Zhang ◽

Hongfei Yan ◽

Chong Chen

Keyword(s):

Reinforcement Learning ◽

Transfer Learning ◽

Financial Knowledge ◽

Knowledge Graph

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