中国科学院计算技术研究所机构知识库

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	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：3/0  |  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：4/0  |  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
	A reinforcement learning-based optimization method for task allocation of agricultural multi-robots clusters 期刊论文 COMPUTERS & ELECTRICAL ENGINEERING, 2024, 卷号: 120, 页码: 15 作者:  Lu, Zaiwang;  Wang, Yancong;  Dai, Feng;  Ma, Yike;  Long, Long;  Zhao, Zixu;  Zhang, Yucheng;  Li, Jintao 收藏  |  浏览/下载：12/0  |  提交时间：2024/12/06 Graph neural network  Multi-robot systems  Agricultural task allocation  Multiple traveling salesmen problem  Reinforcement learning
	Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13222-13239 作者:  Tan, Xinrui;  Li, Hongjia;  Xie, Xiaofei;  Guo, Lu;  Ansari, Nirwan;  Huang, Xueqing;  Wang, Liming;  Xu, Zhen;  Liu, Yang 收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25 Deep learning  Computational modeling  Adaptation models  Task analysis  Processor scheduling  Schedules  Reinforcement learning  Deep learning inference serving systems  edge computing  efficient deep learning inference  reinforcement learning
	PMHR: Path-Based Multi-Hop Reasoning Incorporating Rule-Enhanced Reinforcement Learning and KG Embeddings 期刊论文 ELECTRONICS, 2024, 卷号: 13, 期号: 23, 页码: 18 作者:  Ma, Ang;  Yu, Yanhua;  Shi, Chuan;  Zhen, Shuai;  Pang, Liang;  Chua, Tat-Seng 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 knowledge graphs  knowledge graph reasoning  reinforcement learning  multi-hop reasoning
	A Survey on Causal Reinforcement Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 21 作者:  Zeng, Yan;  Cai, Ruichu;  Sun, Fuchun;  Huang, Libo;  Hao, Zhifeng 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 Cause effect analysis  Surveys  Mathematical models  Drugs  Sun  Reviews  Reinforcement learning  Decision making  Data models  Computer science  Causal discovery  causal inference  causal reinforcement learning (CRL)  Markov decision process (MDP)  sequential decision-making
	Reliable and Energy-Efficient Communications in Mobile Robotic Networks by Collaborative Beamforming 期刊论文 ACM TRANSACTIONS ON SENSOR NETWORKS, 2024, 卷号: 20, 期号: 5, 页码: 24 作者:  He, Min;  Chen, Yali;  Liu, Min;  Fan, Xiaokun;  Zhu, Yuchen 收藏  |  浏览/下载：18/0  |  提交时间：2024/12/06 Collaborative beamforming  distributed reinforcement learning  energy efficiency  mobile robotic networks  reliable communications
	Deep Distributional Reinforcement Learning-Based Adaptive Routing With Guaranteed Delay Bounds 期刊论文 IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 15 作者:  Liu, Jianmin;  Li, Dan;  Xu, Yongjun 收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06 Deep distributional reinforcement learning  real-time QoS guarantees  adaptive routing  wireless multi-hop networks  Deep distributional reinforcement learning  real-time QoS guarantees  adaptive routing  wireless multi-hop networks
	Adaptive Fault-Tolerant Optimized Platoon Cloud Tracking Control for Heterogeneous Vehicles via Dual Learning Mechanism 期刊论文 IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 页码: 12 作者:  An, Jiaxin;  Cao, Liang;  Wang, Yingxun;  Jadoon, Ahmer Khan;  Wang, Shuhui 收藏  |  浏览/下载：14/0  |  提交时间：2024/12/06 Fault tolerant systems  Fault tolerance  Actuators  Vehicle dynamics  Reinforcement learning  Artificial neural networks  Learning systems  Actuator fault  cloud control  dual learning mechanism (DLM)  heterogeneous vehicular platoon systems (HVPSs)
	Scheduling of Real-Time Wireless Flows: A Comparative Study of Centralized and Decentralized Reinforcement Learning Approaches 期刊论文 IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16 作者:  Wang, Qi;  Huang, Jianhui;  Xu, Yongjun 收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06 Scheduling  timely-throughput  deep reinforcement learning  real-time wireless networks  distributed system