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Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:
Shen, Hui
;
Zhao, Hongxia
;
Zhang, Zundong
;
Yang, Xun
;
Song, Yutong
;
Liu, Xiaoming
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2024/02/22
Games
Roads
Approximation algorithms
Q-learning
Multi-agent systems
Process control
Optimization
Reinforcement learning
Traffic control
Network-wide traffic signal control
hierarchical game model
multi-agent reinforcement learning
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
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浏览/下载:81/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
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:216/0
  |  
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
Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
作者:
Wang, Xiao
;
Zhu, Yushan
;
Han, Shuangshuang
;
Yang, Linyao
;
Gu, Haixia
;
Wang, Fei-Yue
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  |  
浏览/下载:238/0
  |  
提交时间:2022/06/06
Convolutional neural networks
Feature extraction
Machine learning algorithms
Deep learning
Global Positioning System
Scalability
Safety
Broad learning system (BLS)
incremental learning system
Internet of Vehicles (IoV)
misbehavior detection
ridge regression approximation
Parallel Computation of 3D Clipped Voronoi Diagrams
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 2, 页码: 1363-1372
作者:
Liu, Xiaohan
;
Ma, Lei
;
Guo, Jianwei
;
Yan, Dong-Ming
收藏
  |  
浏览/下载:227/0
  |  
提交时间:2022/02/16
Three-dimensional displays
Graphics processing units
Heuristic algorithms
Two dimensional displays
Robustness
Approximation algorithms
Euclidean distance
Parallel algorithm
Voronoi diagram
clipping
Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 10
作者:
Wang, Jianji
;
Zhang, Shupei
;
Liu, Qi
;
Du, Shaoyi
;
Guo, Yu-Cheng
;
Zheng, Nanning
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:207/0
  |  
提交时间:2022/01/27
Correlation
Matching pursuit algorithms
Approximation algorithms
Robots
Multivariate regression
Linear approximation
Encoding
Conditional uncorrelation
dental age assessment
multivariate correlation
sparse coding
sparse regression
subset selection
Solving the Traveling Thief Problem Based on Item Selection Weight and Reverse-Order Allocation
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 54056-54066
作者:
Zhang, Zitong
;
Yang, Lei
;
Kang, Peipei
;
Jia, Xiaotian
;
Zhang, Wensheng
收藏
  |  
浏览/下载:199/0
  |  
提交时间:2021/05/10
Urban areas
Heuristic algorithms
Resource management
Optimization
Mathematical model
Benchmark testing
Approximation algorithms
Traveling thief problem
interdependence
item selection weight
reverse order allocation
Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
Adobe PDF(3149Kb)
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浏览/下载:273/50
  |  
提交时间:2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Solving Trajectory Optimization Problems in the Presence of Probabilistic Constraints
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 10, 页码: 4332-4345
作者:
Chai, Runqi
;
Savvaris, Al
;
Tsourdos, Antonios
;
Chai, Senchun
;
Xia, Yuanqing
;
Wang, Shuo
收藏
  |  
浏览/下载:186/0
  |  
提交时间:2021/01/07
Planning
Probabilistic logic
Trajectory optimization
Optimal control
Prediction algorithms
Approximation function
chance-constrained
nonlinear programming
probabilistic constraints
trajectory optimization
Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 4649-4659
作者:
Peng, Xinyu
;
Li, Li
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:233/0
  |  
提交时间:2021/01/06
Training
Convergence
Approximation algorithms
Stochastic processes
Estimation
Optimization
Acceleration
Batch selection
machine learning
minibatch stochastic gradient descent (SGD)
speed of convergence