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	Leveraging Large Language Models for Network Security: A Multi-Expert Approach 期刊论文 INTERNET TECHNOLOGY LETTERS, 2025, 卷号: 8, 期号: 3 作者: Lin, Tianshun; Xu, Changgui; Zhang, Jianshan; Lin, Nan; Liu, Yuxin Adobe PDF(335Kb) \| 收藏 \| 浏览/下载：4/1 \| 提交时间：2025/04/25 Deep learning Reinforcement learning Semantics Computational overheads Edge computing EDGE Networks Industrial edge computing Language model Large language model Multi-expert Networks security Reinforcement learning models Reinforcement learnings
	Optimizing Biomimetic 3D Disordered Fibrous Network Structures for Lightweight, High-Strength Materials via Deep Reinforcement Learning 期刊论文 ADVANCED SCIENCE, 2025 作者: Yang, Yunhao; Bai, Runnan; Gao, Wenli; Cao, Leitao; Ren, Jing Adobe PDF(5264Kb) \| 收藏 \| 浏览/下载：75/4 \| 提交时间：2025/02/12 biomimetic deep reinforcement learning molecular dynamics simulations network structures stability optimization
	Optimizing Deep Learning for Biomedical Imaging 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, ICCABS 2023, Norman, OK, United states, December 11, 2023 - December 13, 2023 作者: Chaturvedi, Ayush; Cao, Guohua; Feng, Wu-Chun 收藏 \| 浏览/下载：28/0 \| 提交时间：2025/03/28 Adversarial machine learning Computerized tomography Contrastive Learning Deep learning Deep reinforcement learning Federated learning Image denoising Medical imaging Biomedical imaging Chest CT Deep learning Hardware resources High-accuracy Image de-noising Learning models Optimisations Optimization techniques Parallel hardware
	Research on Agents Decision-making Ability based on Adaptive Deep Learning 会议论文 ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Singapore, Singapore, August 7, 2024 - August 9, 2024 作者: Chen, Qianyu 收藏 \| 浏览/下载：2/0 \| 提交时间：2025/04/25 Contrastive Learning Convolutional neural networks Deep learning Efficiency Federated learning Reinforcement learning Adaptive decision making Adaptive deep learning Changing environment Convolutional neural network Decision-making ability Decisions makings Experience replay Intelligence decision Policy optimization Research results
	Adaptive rescheduling of rail transit services with short-turnings under disruptions via a multi-agent deep reinforcement learning approach 期刊论文 TRANSPORTATION RESEARCH PART B: METHODOLOGICAL, 2024, 卷号: 188 作者: Ying, Chengshuo; Chow, Andy H.F.; Yan, Yimo; Kuo, Yong-Hong; Wang, Shouyang Adobe PDF(8136Kb) \| 收藏 \| 浏览/下载：286/2 \| 提交时间：2024/09/20 Light rail transit Multilayer neural networks Railroad transportation Reinforcement learning Markov Decision Processes Multi agent Multi-agent deep reinforcement learning Policy optimization Proximal policy optimization Rail transit Reinforcement learnings Short-turning Train rescheduling Transit services
	Learning Agile Swimming: An End-to-End Approach without CPGs 期刊论文 ARXIV, 2024, 卷号: 10, 期号: 2, 页码: 1992-1999 作者: Lin, Xiaozhu; Liu, Xiaopei; Wang, Yang Adobe PDF(2018Kb) \| 收藏 \| 浏览/下载：172/1 \| 提交时间：2024/12/30 Robotic fish deep reinforcement learning computational fluid dynamics sim-to-real
	SDDRL-SR: A High-Reliability Satellite Routing Algorithm Based on Deep Reinforcement Learning 会议论文 2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2024-SPRING), Singapore, Singapore, 24-27 June 2024 作者: Zhao-Long Ding; Hui-Jie Liu; Feng Tian; Zi-Jian Yang Adobe PDF(559Kb) \| 收藏 \| 浏览/下载：160/1 \| 提交时间：2024/09/30 Bayesian networks Deep learning Reinforcement learning Routing algorithms Satellite communication systems Satellite links Dijkstra Distributed routing End to end latencies Low earth orbit satellite network Low earth orbit satellites Reinforcement learnings Routing methods Routings Satellite network Two-hop state-aware
	Unified Deep Learning For Simultaneous Cardiac Cine MRI Reconstruction, Motion Estimation And Segmentation 会议论文 21ST IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024 作者: Qian Pengfang; Zhou Zijian; Hu Peng; Qi Haikun 收藏 \| 浏览/下载：257/0 \| 提交时间：2024/04/04 Contrastive Learning Deep learning Deep reinforcement learning Image annotation Image enhancement Image reconstruction Image registration Image segmentation Motion capture Motion compensation Motion estimation Cardiac cine MRI Cine-MRI Deep learning Dual-tasks Learning methods Motion segmentation Motion-compensated reconstruction MRI reconstruction Segmentation Task learning
	Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: PP, 期号: 99, 页码: 1-6 作者: Yang Huang; Miaomiao Dong; Yijie Mao; Wenqiang Liu; Zhen Gao Adobe PDF(507Kb) \| 收藏 \| 浏览/下载：328/46 \| 提交时间：2024/03/29 Unmanned aerial vehicle mobile edge computing trajectory planning offloading scheduling multi-objective reinforcement learning Antennas Deep neural networks Energy efficiency Energy utilization Job analysis Mobile edge computing Optimization Reinforcement learning Trajectories Unmanned aerial vehicles (UAV) Aerial vehicle Decisions makings Dynamic scheduling Multi objective Multi-objective reinforcement learning Offloading scheduling Processor scheduling Reinforcement learnings Task analysis Trajectory Planning
	Reinforcement Learning for Free Electron Laser Online Optimization 期刊论文 GUANGXUE XUEBAO/ACTA OPTICA SINICA, 2023, 卷号: 43, 期号: 21 作者: Wu, Jiacheng; Cai, Meng; Lu, Yujie; Huang, Nanshun; Feng, Chao Adobe PDF(1863Kb) \| 收藏 \| 浏览/下载：266/2 \| 提交时间：2024/01/19 Computer software Deep learning Electrons Orbits Quality control Reinforcement learning Wigglers Deep reinforcement learning Free-electron lasers Laser power Light spot Multi-parameter optimizations Orbit corrections Output power Reinforcement learnings Soft-X-ray free-electron-laser X-ray free electron lasers

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