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Cost optimization of UAV-MEC network calculation offloading: A multi-agent reinforcement learning method
期刊论文
Ad Hoc Networks, 2022, 卷号: 136
作者:
Xue, Jianbin
;
Wu, Qingqing
;
Zhang, Haijun
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  |  
浏览/下载:17/0
  |  
提交时间:2022/09/22
Antennas
computation offloading
Convex optimization
Cost effectiveness
Deep learning
Energy utilization
Learning algorithms
Learning systems
Markov processes
Mobile edge computing
Multi agent systems
Power control
Reinforcement learning
Unmanned aerial vehicles (UAV)
Aerial vehicle
Computation offloading
Costs Optimization
Deep reinforcement learning
Edge computing
Multi-access edge computing
Multiaccess
Reinforcement learnings
Unmanned aerial vehicle
User equipments
Triple-strip attention mechanism-based natural disaster images classification and segmentation
期刊论文
VISUAL COMPUTER, 2022, 页码: 11
作者:
Ma, Zhihao
;
Yuan, Mengke
;
Gu, Jiaming
;
Meng, Weiliang
;
Xu, Shibiao
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  |  
浏览/下载:23/0
  |  
提交时间:2022/07/25
Natural disaster image analysis
Image segmentation
Attention mechanism
Randomized difference-based gradient-free algorithm for distributed resource allocation
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 4, 页码: 17
作者:
Geng, Xiaoxue
;
Zhao, Wenxiao
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  |  
浏览/下载:10/0
  |  
提交时间:2022/04/29
resource allocation
distributed algorithm
randomized difference
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 4, 页码: 3737-3755
作者:
Lu, Hao
;
Zhu, Yifan
;
Lin, Qika
;
Wang, Tan
;
Niu, Zhendong
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  |  
浏览/下载:23/0
  |  
提交时间:2022/06/10
Academic impact prediction
predictive knowledge analytics
transportation research
heterogeneous knowledge learning
academic intelligence
social transportation
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 127-137
作者:
Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa, Michael Capponi, Francesco Delli Priscoli
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浏览/下载:22/0
  |  
提交时间:2022/03/29
Network selection
HetNet
deep reinforcement learning
deep-Q-network (DQN)
5G communications
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 4, 页码: 4337-4352
作者:
Chen, Wei-Kun
;
Liu, Ya-Feng
;
De Domenico, Antonio
;
Luo, Zhi-Quan
;
Dai, Yu-Hong
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
Routing
Cloud computing
Network slicing
Delays
5G mobile communication
Service function chaining
Data centers
Energy efficiency
E2E delay
network function virtualization
network slicing
resource allocation
service function chain
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
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浏览/下载:42/0
  |  
提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
基于多智能体深度强化学习的工业无线网络资源分配方法
专利
申请日期: 2021-10-22, 公开日期: 2022-05-06
作者:
于海斌
;
刘晓宇
;
许驰
;
夏长清
;
金曦
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/12/13
基于多智能体深度强化学习的工业无线网络资源分配方法
专利
申请日期: 2021-10-22, 公开日期: 2022-05-06
作者:
于海斌
;
刘晓宇
;
许驰
;
夏长清
;
金曦
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/05/24
Machine-learning-based cache partition method in cloud environment
期刊论文
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 页码: 14
作者:
Qiu, Jiefan
;
Hua, Zonghan
;
Liu, Lei
;
Cao, Mingsheng
;
Chen, Dajiang
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  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
Cloud
Cache Partition
Last Level Cache
Machine Learning
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