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收录类别:SCI
发表日期:2021
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Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 6, 页码: 2358-2372
作者:
Zezhi Sui
;
Zhiqiang Pu
;
Jianqiang Yi
;
Shiguang Wu
Adobe PDF(5344Kb)
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浏览/下载:249/82
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提交时间:2022/04/02
Collision avoidance
deep reinforcement learning (DRL)
formation control
leader–follower
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Chai, Jiajun
;
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Ma, Zhe
;
Sun, Kewu
;
Ding, Jishiyu
Adobe PDF(3402Kb)
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浏览/下载:269/31
  |  
提交时间:2022/01/27
Multi-agent systems
Training
Task analysis
Reinforcement learning
Sun
Learning systems
Semantics
Centralized training with decentralized execution (CTDE)
multiagent
reinforcement learning
StarCraft II
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Hu, Guangzheng
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Zhao, Mengchen
;
Hao, Jianye
Adobe PDF(4187Kb)
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浏览/下载:237/6
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提交时间:2022/01/27
Bandwidth
Protocols
Reinforcement learning
Task analysis
Optimization
Communication networks
Multi-agent systems
Event trigger
limited bandwidth
multi-agent communication
multi-agent reinforcement learning (MARL)
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
Adobe PDF(1578Kb)
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浏览/下载:219/10
  |  
提交时间:2022/01/27
Adaptive critic designs (ACDs)
adaptive dynamic programming (ADP)
decentralized event-driven control
input constraint
reinforcement learning (RL)
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(1431Kb)
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浏览/下载:304/56
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提交时间:2021/12/28
Reinforcement learning
Missile guidance
Auxiliary learning
Self-imitation learning
Dynamic camera configuration learning for high-confidence active object detection
期刊论文
NEUROCOMPUTING, 2021, 卷号: 466, 页码: 113-127
作者:
Xu, Nuo
;
Huo, Chunlei
;
Zhang, Xin
;
Cao, Yong
;
Meng, Gaofeng
;
Pan, Chunhong
Adobe PDF(4412Kb)
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浏览/下载:312/60
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提交时间:2021/12/28
Object detection
Active object detection
Deep reinforcement learning
Camera control
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:271/34
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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
Real-time path planning and following of a gliding robotic dolphin within a hierarchical framework
期刊论文
IEEE Transactions on Vehicular Technology, 2021, 卷号: 70, 期号: 4, 页码: 3243-3255
作者:
Wang, Jian(王健)
;
Wu, Zhengxing
;
Yan, Shuaizheng
;
Tan, Min
;
Yu, Junzhi
Adobe PDF(3837Kb)
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浏览/下载:250/53
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提交时间:2021/06/04
Adaptive backstepping
hierarchical deep q-network
path following
path planning
underwater robot
A survey of brain-inspired intelligent robots with integration of vision, decision, motion control and musculoskeletal systems
期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 暂无, 期号: 暂无, 页码: 暂无
作者:
Hong Qiao
;
Jiahao Chen
;
Xiao Huang
Adobe PDF(1001Kb)
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  |  
浏览/下载:230/56
  |  
提交时间:2021/06/01
Brain-inspired intelligent robots
musculoskeletal robots
visual cognition
decision making
muscle control
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:403/46
  |  
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