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Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2821-2831
作者:
Lu, Jingwei
;
Han, Liyuan
;
Wei, Qinglai
;
Wang, Xiao
;
Dai, Xingyuan
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Autonomous vehicles
Decision making
Path planning
Training
Optimal control
Deep learning
Complex systems
Autonomous driving
deep reinforcement learning
deep Q-network
event-triggered control
parallel control
Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1228-1241
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Games
Nash equilibrium
Mathematical model
Markov processes
Convergence
Dynamic programming
Training
Deep reinforcement learning (DRL)
generalized policy iteration (GPI)
Markov game (MG)
Nash equilibrium
Q network
zero sum
Multi-agent deep reinforcement learning for end–edge orchestrated resource allocation in industrialwireless networks
期刊论文
Frontiers of Information Technology & Electronic Engineering, 2022, 卷号: 23, 期号: 1, 页码: 47-60
作者:
Liu XY(刘晓宇)
;
Xu C(许驰)
;
Yu HB(于海斌)
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/01/27
Multi-agent deep reinforcement learning
End–edge orchestrated
Industrial wireless networks
Delay
Energy consumption
Deep Reinforcement Learning-based Multi-Channel Access for Industrial Wireless Networks with Dynamic Multi-User Priority
期刊论文
IEEE Transactions on Industrial Informatics, 2021, 页码: 1-11
作者:
Liu XY(刘晓宇)
;
Xu C(许驰)
;
Yu HB(于海斌)
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/01/27
Deep reinforcement learning
industrial wireless networks
multi-channel access
dynamic priority
quality of service
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder
期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
作者:
Wang, Shengpei
;
Wen, Hongwei
;
Hu, Xiaopeng
;
Xie, Peng
;
Qiu, Shuang
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  |  
浏览/下载:30/0
  |  
提交时间:2020/08/03
Resting-state fMRI
Major depressive disorder (MDD)
Hidden Markov model (HMM)
Brain network dynamic
Transition probability
Performance comparison and analysis of wireless communication network based on MAC protocols
会议论文
Chongqing, China, May 24, 2019 - May 26, 2019
作者:
Gao, Yining
;
Li, Suoping
;
Shang, Zihan
;
Liu, Yang
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  |  
浏览/下载:9/0
  |  
提交时间:2020/11/15
Artificial intelligence
Energy dissipation
Energy utilization
Internet protocols
Markov processes
Medium access control
Sensor nodes
Throughput
Topology
Binary exponential backoff
Delay
Limited communication
MAC protocol
Markov model
Performance comparison
Real time performance
Wireless communication network
Finite-time synchronization for complex dynamic networks with semi-Markov switching topologies: An H(infinity )event-triggered control scheme
期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2019, 卷号: 356, 页码: 235-251
作者:
Wang, Jing
;
Ru, Tingting
;
Xia, Jianwei
;
Wei, Yunhang
;
Wang, Zhen
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  |  
浏览/下载:12/0
  |  
提交时间:2019/12/11
Event-triggered scheme
Complex dynamic networks
Finite-time H-infinity
synchronization control
Semi-Markov jump topology
Finite-time synchronization for complex dynamic networks with semi-Markov switching topologies: An H∞ event-triggered control scheme
期刊论文
Applied Mathematics and Computation, 2019, 卷号: 356, 页码: 235-251
作者:
Wang, Jing
;
Ru, Tingting
;
Xia, Jianwei
;
Wei, Yunliang
;
Wang, Zhen
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
Performance Comparison and Analysis of Wireless Communication Network based on MAC Protocols
会议论文
作者:
Gao, Yining
;
Li, Suoping
;
Shang, Zihan
;
Liu, Yang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/06/03
The MAC protocol
BEB algorithm
Markov model
Throughput
Delay
Energy consumption
Stabilization of Linear Systems Over Networks With Limited Communication Capacity
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 123625-123637
作者:
Zhu, Chaoqun
;
Yang, Bing
;
Zhu, Xiang
;
Wang, Zhiwen
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  |  
浏览/下载:0/0
  |  
提交时间:2019/11/15
Network-access constraints
packet dropouts
Markov process
stochastic optimal control
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