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Attention Enhanced Reinforcement Learning for Multi agent Cooperation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Pu, Zhiqiang
;
Wang, Huimu
;
Liu, Zhen
;
Yi, Jianqiang
;
Wu, Shiguang
Adobe PDF(2967Kb)
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浏览/下载:289/41
  |  
提交时间:2022/06/06
Training
Reinforcement learning
Games
Scalability
Task analysis
Standards
Optimization
Attention mechanism
deep reinforcement learning (DRL)
graph convolutional networks
multi agent systems
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Shen, Zhen
;
Luo, Can
;
Dong, Xisong
;
Lu, Wanze
;
Lv, Yisheng
;
Xiong, Gang
;
Wang, Fei-Yue
收藏
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浏览/下载:258/0
  |  
提交时间:2022/03/17
Hybrid electric vehicles
Fuels
Electronic countermeasures
Minimization
Mechanical power transmission
Optimization
Energy management
Adaptive dynamic programming
adaptive-equivalent consumption minimization strategy
hybrid electric vehicle
energy control
An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 77-86
作者:
Wang, Ding
;
Qiao, Junfei
;
Cheng, Long
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浏览/下载:221/0
  |  
提交时间:2022/03/17
Control design
Cost function
Optimal control
Nonlinear systems
Adaptive systems
Switches
Adaptive learning system
discount factor
guaranteed cost function
neuro-optimal control
uncertainty
Adaptive Fault-tolerant Control for Trajectory Tracking and Rectification of Directional Drilling
期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 卷号: 20, 期号: 1, 页码: 334-348
作者:
Zhang, Chi
;
Zou, Wei
;
Cheng, Ningbo
;
Gao, Junshan
Adobe PDF(3031Kb)
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浏览/下载:201/27
  |  
提交时间:2022/03/17
Fault-tolerant control (FTC)
integral sliding mode control (ISMC)
neural network (NN)
nonlinear control system
reinforcement learning (RL)
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
作者:
Wei, Qinglai
;
Liao, Zehua
;
Shi, Guang
Adobe PDF(1229Kb)
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浏览/下载:243/33
  |  
提交时间:2021/11/02
Optimal control
Process control
Smart homes
Dynamic programming
Numerical models
Iterative methods
Informatics
Actor-critic learning
adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
energy management
optimal control
smart grid
Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2858-2869
作者:
Zhao, Bo
;
Liu, Derong
;
Alippi, Cesare
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浏览/下载:209/0
  |  
提交时间:2021/08/15
Optimal control
Perturbation methods
Nonlinear systems
Uncertainty
Cost function
Stability analysis
Adaptive systems
Adaptive critic designs
adaptive dynamic programming (ADP)
optimal control
sliding mode surface (SMS)
unknown mismatched perturbations
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2929-2943
作者:
Song, Ruizhuo
;
Wei, Qinglai
;
Zhang, Huaguang
;
Lewis, Frank L.
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浏览/下载:192/0
  |  
提交时间:2021/08/15
Adaptive critic designs
adaptive dynamic programming
approximate dynamic programming
discrete-time
nonzero-sum (NZS)
off-policy
reinforcement learning (RL)
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383
作者:
Wei, Qinglai
;
Li, Hongyang
;
Yang, Xiong
;
He, Haibo
Adobe PDF(1246Kb)
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浏览/下载:208/35
  |  
提交时间:2021/06/07
Optimal control
Nonlinear systems
Decentralized control
Mathematical model
Convergence
Multi-agent systems
Adaptive dynamic programming (ADP)
approximate dynamic programming
distributed policy iteration
nonlinear systems
optimal control
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Yang, Xiong
;
Zhu, Yuanheng
;
Dong, Na
;
Wei, Qinglai
收藏
  |  
浏览/下载:176/0
  |  
提交时间:2022/01/27
Adaptive critic designs (ACDs)
adaptive dynamic programming (ADP)
decentralized event-driven control
input constraint
reinforcement learning (RL)
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:
Wei, Qinglai
;
Liao, Zehua
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Wang, Zhuo
;
Xiao, Jun
Adobe PDF(3395Kb)
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浏览/下载:340/34
  |  
提交时间:2021/03/02
Optimal control
Air conditioning
Load modeling
Neural networks
Dynamic programming
Predictive models
Adaptive dynamic programming (ADP)
cooling load prediction
ice-storage air conditioning (IAC)
neural network
optimal control