Reinforcement learning with actor-critic for knowledge graph reasoning

被引：1

作者：

Linli ZHANG ^{[1
,2
]}

Dewei LI ^{[1
,2
]}

Yugeng XI ^{[1
,2
]}

Shuai JIA ^{[1
,2
]}

机构：

[1] Department of Automation, Shanghai Jiao Tong University

来源：

Science China(Information Sciences) | 2020年 / 63卷 / 06期

基金：

中国国家自然科学基金;

关键词：

Reinforcement learning with actor-critic for knowledge graph reasoning; MDP;

D O I：

暂无

中图分类号：

TP181 [自动推理、机器学习]; TP391.1 [文字信息处理];

学科分类号：

摘要：

Dear editor,In recent years, with the development of artificial intelligence and deep learning techniques, knowledge graph (KG) is receiving unprecedented attention. Essentially, KG is a semantic network, which stores massive information structured as entityrelation pairs in a graphical model. When the keywords or questions that users input are mapped

引用

页码：223 / 225

页数：3

共 50 条

[11] Reinforcement actor-critic learning as a rehearsal in MicroRTS
Manandhar, Shiron
Banerjee, Bikramjit
KNOWLEDGE ENGINEERING REVIEW, 2024, 39
[12] Multi-actor mechanism for actor-critic reinforcement learning
Li, Lin
Li, Yuze
Wei, Wei
Zhang, Yujia
Liang, Jiye
INFORMATION SCIENCES, 2023, 647
[13] Multi-Agent Hierarchical Graph Attention Actor-Critic Reinforcement Learning
Li, Tongyue
Shi, Dianxi
Jin, Songchang
Wang, Zhen
Yang, Huanhuan
Chen, Yang
ENTROPY, 2025, 27 (01)
[14] Variational value learning in advantage actor-critic reinforcement learning
Zhang, Yaozhong
Han, Jiaqi
Hu, Xiaofang
Dan, Shihao
2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 1955 - 1960
[15] Actor-Critic Reinforcement Learning for Tracking Control in Robotics
Pane, Yudha P.
Nageshrao, Subramanya P.
Babuska, Robert
2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 5819 - 5826
[16] Visual Navigation with Actor-Critic Deep Reinforcement Learning
Shao, Kun
Zhao, Dongbin
Zhu, Yuanheng
Zhang, Qichao
2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
[17] Actor-critic reinforcement learning for bidding in bilateral negotiation
Arslan, Furkan
Aydogan, Reyhan
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2022, 30 (05) : 1695 - 1714
[18] A Sandpile Model for Reliable Actor-Critic Reinforcement Learning
Peng, Yiming
Chen, Gang
Zhang, Mengjie
Pang, Shaoning
2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2017, : 4014 - 4021
[19] Actor-Critic Reinforcement Learning for Control With Stability Guarantee
Han, Minghao
Zhang, Lixian
Wang, Jun
Pan, Wei
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 5 (04) : 6217 - 6224
[20] Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
Wu, Yue
Zhai, Shuangfei
Srivastava, Nitish
Susskind, Joshua
Zhang, Jian
Salakhutdinov, Ruslan
Goh, Hanlin
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139

← 1 2 3 4 5 →