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资助机构:National Key Research and Development Program of China
资助机构:National Natural Science Foundation of China
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Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1237-1249
作者:
Bai, Gui-Rong
;
Liu, Qing-Bin
;
He, Shi-Zhu
;
Liu, Kang
;
Zhao, Jun
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2024/03/26
unsupervised domain adaptation
sentence matching
self-supervision
Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network
期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 4, 页码: 834-852
作者:
Liu, Qing-Bin
;
He, Shi-Zhu
;
Liu, Cao
;
Liu, Kang
;
Zhao, Jun
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2024/02/22
end-to-end task-oriented dialogue
dialogue state tracking (DST)
unsupervised learning
reinforcement learning
Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Wei, Qinglai
;
Zhou, Tianmin
;
Lu, Jingwei
;
Liu, Yu
;
Su, Shuai
;
Xiao, Jun
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  |  
浏览/下载:118/0
  |  
提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 卷号: 67, 期号: 5, 页码: 2610-2617
作者:
Wei, Qinglai
;
Zhu, Liao
;
Li, Tao
;
Liu, Derong
收藏
  |  
浏览/下载:210/0
  |  
提交时间:2022/07/25
Time-varying systems
Nonlinear systems
Optimal control
Heuristic algorithms
Dynamic programming
Neural networks
Linear systems
Adaptive dynamic programming
approximate dynamic programming
finite horizon
nonlinear systems
optimal control
pseudolinear approximation
An Efficient Sampling-Based Attention Network for Semantic Segmentation
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2850-2863
作者:
He, Xingjian
;
Liu, Jing
;
Wang, Weining
;
Lu, Hanqing
Adobe PDF(3252Kb)
  |  
收藏
  |  
浏览/下载:361/77
  |  
提交时间:2022/06/10
Stochastic processes
Sampling methods
Semantics
Image segmentation
Computational complexity
Pattern recognition
Convolution
Semantic segmentation
stochastic sampling-based attention
deterministic sampling-based attention
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892
作者:
Wei, Qinglai
;
Zhu, Liao
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Liu, Derong
;
Xiao, Jun
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  |  
浏览/下载:247/0
  |  
提交时间:2022/03/17
Heuristic algorithms
Nonlinear systems
Optimal control
Mathematical model
Dynamic programming
Games
Adaptive systems
Adaptive dynamic programming (ADP)
globalized dual-heuristic dynamic programming (GDHP)
multiplayer nonzero-sum game (MP-NZSG)
neural network (NN)
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 0
作者:
Liu, Fei
;
Liu, Jing
;
Hong, Richang
;
Lu, Hanqing
Adobe PDF(3550Kb)
  |  
收藏
  |  
浏览/下载:318/78
  |  
提交时间:2022/01/27
video question answering
attention mechanism
metric learning
A New Integral Critic Learning for Optimal Tracking Control with Applications to Boiler-Turbine Systems
期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2021, 页码: 16
作者:
Wei, Qinglai
;
Liu, Yujia
;
Lu, Jingwei
;
Ling, Jun
;
Luan, Zhenhua
;
Chen, Mingliang
收藏
  |  
浏览/下载:157/0
  |  
提交时间:2021/12/28
adaptive dynamic programming
boiler-turbine system
integral reinforcement learning
neural network
policy iteration
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 227, 期号: 2021, 页码: 107186
作者:
Liu, Qingbin
;
Bai, Guirong
;
He, Shizhu
;
Liu, Cao
;
Liu, Kang
;
Zhao, Jun
Adobe PDF(1021Kb)
  |  
收藏
  |  
浏览/下载:301/62
  |  
提交时间:2021/11/02
End-to-end task-oriented dialogue
Heterogeneous relational graph neural networks
Shared-private parameterization
Hierarchical attention mechanism
Adaptive objective
Learning Control for Air Conditioning Systems via Human Expressions
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7662-7671
作者:
Wei, Qinglai
;
Li, Tao
;
Liu, Derong
收藏
  |  
浏览/下载:208/0
  |  
提交时间:2021/06/15
Adaptive dynamic programming
air conditioning control
deep learning (DL)
deep Q-network (DQN)
human expressions
optimal control
reinforcement learning (RL)
Q-learning