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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
	Distributed Dynamic Routing for LEO Satellite Networks with Temporal Graph Convolutions and Imitation Acceleration 期刊论文 IEEE COMMUNICATIONS LETTERS, 2025 作者: Xiang JY(向俊彦); He XH(贺晓赫); Zhao Y(赵宇); Xie ZC(谢卓成); Liang XW(梁旭文) Adobe PDF(19144Kb) \| 收藏 \| 浏览/下载：22/5 \| 提交时间：2025/04/25 LEO satellite constellations dynamic routing multi-agent reinforcement learning imitation learning.
	Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning 预印本 2025 作者: Yu, Zhiyong; Jiang, Yuning; Liu, Xin; Shi, Yuanming; Jiang, Chunxiao 收藏 \| 浏览/下载：41/0 \| 提交时间：2025/03/10 Space Computing Power Network LEO satellite constellation remote sensing microservice deployment robust optimization robust reinforcement learning
	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：27/0 \| 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
	Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Jiawei You; Youlong Wu; Dingzhu Wen; Yong Zhou; Yuning Jiang Adobe PDF(411Kb) \| 收藏 \| 浏览/下载：340/5 \| 提交时间：2024/09/14 Adversarial machine learning Information dissemination Reinforcement learning Communication overheads Communication range Cooperative tasks Dynamic communication Information bottleneck Information sharing Multi-agent reinforcement learning Multiagent systems (MASs) Reinforcement learning algorithms Task performance
	Automated Contrastive Learning Strategy Search for Time Series 会议论文 INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, Boise, ID, United states, October 21, 2024 - October 25, 2024 作者: Jing, Baoyu; Wang, Yansen; Sui, Guoxin; Hong, Jing; He, Jingrui Adobe PDF(1673Kb) \| 收藏 \| 浏览/下载：231/39 \| 提交时间：2024/12/13 Adversarial machine learning Federated learning Reinforcement learning Automated machine learning Automated machines Learn+ Learning paradigms Learning strategy Machine-learning MicroSoft Performance Prior-knowledge Times series
	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：285/2 \| 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

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