中国科学院计算技术研究所机构知识库

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	Learning to schedule dynamic job-shop problems by graph attention network with reinforcement learning 期刊论文 APPLIED INTELLIGENCE, 2025, 卷号: 55, 期号: 16, 页码: 16 作者:  Huang, Chao;  Hu, Haibo;  Zhou, Yan 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Job shop scheduling  Reinforcement learning  Graph attention network
	Joint optimization of data sensing and computing in the air-ground collaborative inference framework: A multi-agent hybrid-action DRL approach 期刊论文 COMPUTER NETWORKS, 2025, 卷号: 270, 页码: 13 作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Zhu, Yuchen;  Li, Zhongcheng 收藏  |  浏览/下载：3/0  |  提交时间：2025/12/03 Edge computing  Joint sensing and computing  Multi-agent deep reinforcement learning  Unmanned aerial vehicle  Video surveillance
	Multi-UAV Cooperative Target Search Based on Autonomous Connectivity in Uncertain Network Environment 期刊论文 CHINA COMMUNICATIONS, 2025, 卷号: 22, 期号: 8, 页码: 257-280 作者:  Wang, Shan;  Sheng, Sun;  Min, Liu;  Wang, Yuwei;  Chen, Yali;  Liu, Danni;  Lin, Fuhong 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 autonomous connectivity  multi-agent reinforcement learning  multi-UAV collaboration  path planning  target search
	A Value Iteration Algorithm for Stochastic Linear Quadratic Regulator 期刊论文 JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2025, 卷号: 207, 期号: 2, 页码: 14 作者:  Wang, Hongxia;  Liu, Yihang;  Liu, Xiangqian 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Stochastic linear quadratic regulation  Reinforcement learning  Value iteration  Policy iteration
	Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 7, 页码: 6413-6429 作者:  Cai, Qing;  Zhou, Yiqing;  Liu, Ling;  Yu, Hanxiao;  Wu, Yihao;  Shi, Ningzhe;  Shi, Jinglin 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 Semantics  Receivers  Generators  Feature extraction  Costs  Transmitters  Decoding  Data mining  Bandwidth  Vectors  Semantic encoder  Task-oriented communications  Relevance-based data selection and bandwidth allocation  Deep reinforcement learning
	OFDM-Based NOMA-Enhanced Coexistence of SemCom and BitCom System 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: 14, 期号: 7, 页码: 2069-2073 作者:  Yu, Hanxiao;  Shi, Ningzhe;  Shi, Jinglin;  Guo, Jing;  Wang, Siqiang;  Fei, Zesong 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 Antennas  Semantics  Fluids  Resource management  NOMA  Optimization  Heuristic algorithms  Fading channels  Uplink  Spectral efficiency  Semantic communication  non-orthogonal multiple access (NOMA)  fluid antenna  deep reinforcement learning (DRL)
	Safety in DRL-Based Congestion Control: A Framework Empowered by Expert Refinement 期刊论文 IEEE TRANSACTIONS ON NETWORKING, 2025, 页码: 16 作者:  Zhou, Jianer;  Pan, Zhiyuan;  Li, Zhenyu;  Tyson, Gareth;  Li, Weichao;  Qiu, Xinyi;  Pan, Heng;  Zhang, Xinyi;  Xie, Gaogang 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 Convergence  Space exploration  Safety  Training  Prediction algorithms  Magnetosphere  Ion radiation effects  Adaptation models  Throughput  Technological innovation  Congestion control  machine learning  deep reinforcement learning  QUIC
	ReflexPilot: Startup-Aware Dependent Task Scheduling Based on Deep Reinforcement Learning for Edge-Cloud Collaborative Computing 期刊论文 IEEE TRANSACTIONS ON CLOUD COMPUTING, 2025, 卷号: 13, 期号: 2, 页码: 641-654 作者:  Zou, Wenhao;  Zhang, Zongshuai;  Wang, Nina;  Tian, Yu;  Tian, Lin 收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03 Servers  Optimal scheduling  Collaboration  Cloud computing  Scheduling algorithms  Containers  Computer architecture  Computational modeling  Resource management  Training  Edge-cloud collaborative computing  deep reinforcement learning  dependent task scheduling  startup latency
	VastPipe: A High-Throughput Inference System via Adaptive Space-Division Multiplexing for Diverse Accelerators 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 444-463 作者:  Ma, Li-Xian;  Wang, Le-Ping;  Shao, En;  Cao, Rong-Yu;  Tan, Guang-Ming 收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25 cluster scheduling  resource management  reinforcement learning  DNN accelerator
	SNS: Smart Node Selection for Scalable Traffic Engineering in Segment Routing Networks 期刊论文 IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2025, 卷号: 22, 期号: 1, 页码: 92-106 作者:  Wang, Linghao;  Lu, Lu;  Wang, Miao;  Li, Zhiqiang;  Yang, Hongwei;  Zhu, Shuyong;  Zhang, Yujun 收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25 Scalability  Routing  Costs  Computational modeling  Network topology  Task analysis  Topology  Traffic engineering  segment routing  reinforcement learning  routing optimization