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检索条件"主题词=SARSA algorithm"
25 条 记 录,以下是1-10 订阅
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Real-Time Network Optimization in 6G minimizing End-to-End Delay Using sarsa algorithm
Real-Time Network Optimization in 6G minimizing End-to-End D...
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2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science, SCEECS 2024
作者: Chauhan, Tania Renjith, P.N. Vellore Institute of Technology Chennai India Vellore Institute of Technology School of Computer Science and Engineering Chennai India
As 6G networks take off, there is an increasing need for effective system optimization strategies that can decrease end-to-end (e2e) delay and improve the general efficiency of the network. The sarsa (State-Action-Rew... 详细信息
来源: 评论
Research for UAV Path Planning Method Based on Guided sarsa algorithm  2
Research for UAV Path Planning Method Based on Guided Sarsa ...
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2nd IEEE International Conference on Software Engineering and Artificial Intelligence (SEAI) / 7th International Workshop on Pattern Recognition (IWPR)
作者: He Boming Lin Wei Mei Fuzeng Fan Huahao Wuhan Univ Technol Wuhan Peoples R China
As unmanned aerial vehicles (UAV) are widely used in unknown and complex environments, their path planning capabilities face higher requirements. In many cases, UAV cannot obtain the environmental information of the t... 详细信息
来源: 评论
Time-Sensitive Network Simulation for In-Vehicle Ethernet Using sarsa algorithm
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WORLD ELECTRIC VEHICLE JOURNAL 2024年 第1期15卷 21页
作者: Huang, Chen Wang, Yiqi Zhang, Yuxin Jilin Univ Coll Automot Engn Changchun 130012 Peoples R China Jiangsu Univ Inst Automot Engn Zhenjiang 212013 Peoples R China
In order to more accurately analyze the problem of time delay simulation and calculation in the time-sensitive network (TSN) of vehicular Ethernet, a TSN reservation class data delay analysis model improved based on t... 详细信息
来源: 评论
Residual sarsa algorithm with function approximation
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CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS 2019年 第1-Sup期22卷 795-807页
作者: Fu Qiming Hu Wen Liu Quan Luo Heng Hu Lingyao Chen Jianping Suzhou Univ Sci & Technol Inst Elect & Informat Engn Suzhou 215009 Peoples R China Suzhou Univ Sci & Technol Jiangsu Key Lab Intelligent Bldg Energy Efficienc Suzhou 215009 Jiangsu Peoples R China Suzhou Univ Sci & Technol Suzhou Key Lab Mobile Networking & Appl Technol Suzhou 215009 Jiangsu Peoples R China Soochow Univ Sch Comp Sci & Technol Suzhou 215000 Jiangsu Peoples R China Jilin Univ Minist Educ Key Lab Symbol Computat & Knowledge Engn Changchun 130012 Jilin Peoples R China Collaborat Innovat Ctr Novel Software Technol & I Nanjing 210000 Jiangsu Peoples R China
In this work, we proposed an efficient algorithm named the residual sarsa algorithm with function approximation (FARS) to improve the performance of the traditional sarsa algorithm, and we use the gradient-descent met... 详细信息
来源: 评论
An Online Reinforcement Learning-Based Energy Management Strategy for Microgrids With Centralized Control
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IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS 2025年 第1期61卷 1501-1510页
作者: Meng, Qinglin Hussain, Sheharyar Luo, Fengzhang Wang, Zhongguan Jin, Xiaolong State Grid Tianjin Elect Power Co Comprehens Serv Ctr Tianjin 300010 Peoples R China Tianjin Univ Sch Elect & Informat Engn Tianjin 300072 Peoples R China Tiangong Univ Sch Elect Engn Tianjin 300387 Peoples R China Minist Educ Key Lab Smart Grid Tianjin 300072 Peoples R China Key Lab Smart Energy & Informat Technol Tianjin Mu Tianjin 300072 Peoples R China Zhejiang Univ Inst Marine Elect & Intelligent Syst Ocean Coll Zhoushan 316000 Peoples R China
To address the issue of significant unpredictability and intermittent nature of renewable energy sources, particularly wind and solar power, this paper introduces a novel optimization model based on online reinforceme... 详细信息
来源: 评论
User preference-based intelligent road route recommendation using sarsa and dynamic programming
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Journal of Control and Decision 2023年 第3期10卷 443-453页
作者: Roopa Ravish Shanta Rangaswamy Arpitha V Vasuprada U PES University BengaluruIndia Rashtreeya Vidyalaya College of Engineering BengaluruIndia
Traffic congestion is one of the main challenges in transportation engineering. It directly impactsthe economy by increasing travel time and affecting the environment by excessive fuel consumptionand emission. Road ro... 详细信息
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Multi-task Scheduling of Multiple Agricultural Machinery via Reinforcement Learning and Genetic algorithm  20th
Multi-task Scheduling of Multiple Agricultural Machinery via...
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20th International Conference on Intelligent Computing (ICIC)
作者: Li, Lihang Jia, Liruizhi Liu, Shengquan Kong, Bo Liu, Yuan Xinjiang Univ Sch Comp Sci & Technol Urumqi 830046 Peoples R China
Scheduling of agricultural machinery is a crucial aspect of smart agriculture. This paper addresses the multi-task scheduling problem for multiple agricultural machinery, which is challenging and belongs to NP-hard. H... 详细信息
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Peer-to-peer Electricity Transaction Decisions of the User-side Smart Energy System Based on the sarsa Reinforcement Learning
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CSEE Journal of Power and Energy Systems 2022年 第3期8卷 826-837页
作者: Dan Wang Bo Liu Hongjie Jia Ziyang Zhang Jingcheng Chen Deyu Huang Key Laboratory of Smart Grid of Ministry of Education Tianjin UniversityTianjin 300072China Key Laboratory of Smart Energy&Information Technology of Tianjin Municipality Tianjin 30072China State Grid Jiangsu Power Co.Ltd. Zhenjiang Power Supply CompanyZhenjiang 212000Jiangsu ProvinceChina State Grid Tianjin Electric Power Company Hebei DistrictTianjin 300010China
With the deep integration of advanced information technologies,such as artificial intelligence and traditional energy technologies,smart energy systems have been proposed as a method to provide the best solution for t... 详细信息
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Application of sarsa-Based Reinforcement Learning Approach for Resource Allocation in Vehicular Edge Computing  10
Application of SARSA-Based Reinforcement Learning Approach f...
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10th International Conference on Optimization and Applications, ICOA 2024
作者: Myyara, Marouane Darif, Anouar Farchane, Abderrazak Sultan Moulay Slimane University Limati Laboratory Beni Mellal Morocco
Vehicular Edge Computing (VEC) holds significant promise for enhancing the performance and resource utilization of Internet of Vehicles (loV) applications. However, the dynamic nature of vehicular networks, characteri... 详细信息
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sarsa-Based Output Tracking Problem of Stochastic Boolean Control Networks  41
Sarsa-Based Output Tracking Problem of Stochastic Boolean Co...
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第41届中国控制会议
作者: Heng Zhu Ying Wang Hongwei Chen School of Information Science and Technology Donghua University
In this paper,the output tracking problem(OTP) of stochastic Boolean control networks(SBCNs) is investigated by taking advantage of a reinforcement learning(RL) ***,an algebraic expression of SBCNs is constructed base... 详细信息
来源: 评论