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Learning State-Specific Action Masks for Reinforcement Learning 期刊论文
Algorithms, 2024, 卷号: 17, 期号: 2, 页码: 60
作者:  Wang ZY(王梓薏);  Li XR(李欣然);  Sun LY(孙罗洋);  Zhang HF(张海峰);  Liu HL(刘华林);  Jun Wang
Adobe PDF(2976Kb)  |  收藏  |  浏览/下载：40/17  |  提交时间：2024/07/05
reinforcement learning  exploration efficiency  space reduction  
Power Control Based on Deep Reinforcement Learning for Spectrum Sharing 期刊论文
IEEE Transactions on Wireless Communications, 2024, 卷号: 19, 期号: 6, 页码: 4209-4219
作者:  Zhang,Haijun;  Yang,Ning;  Huangfu,Wei;  Long,Keping;  Leung,VictorCM
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载：46/19  |  提交时间：2024/06/12
Learning Robust Communication by Adversarial Training in Networked System Control 期刊论文
Lecture Notes in Electrical Engineering, 2024, 页码: Chapter 52 978-981-97-3335-4
作者:  Runji, Lin;  Haifeng, Zhang
Adobe PDF(8334Kb)  |  收藏  |  浏览/下载：49/18  |  提交时间：2024/06/11
Networked System Control  Robustness  Communicative Multi-Agent Reinforcement Learning  
Learn to flap: foil non-parametric path planning via deep reinforcement learning 期刊论文
Journal of Fluid Mechanics, 2024, 卷号: 984, 页码: A9
作者:  Wang, Zhipeng;  Lin, Runji;  Zhao, Zhiyu;  Chen, Xu;  Guo, Pengming;  Yang, Ning;  Wang,Zhicheng;  Fan, Dixia
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：53/13  |  提交时间：2024/06/07
基于深度学习的群组推荐方法研究综述 期刊论文
自动化学报, 2024, 页码: 1-22
作者:  郑楠;  章颂;  刘玉桥;  王雨桐;  王飞跃
Adobe PDF(1984Kb)  |  收藏  |  浏览/下载：106/56  |  提交时间：2024/06/03
Enhancing efficiency and propulsion in bio-mimetic robotic fish through end-to-end deep reinforcement learning 期刊论文
Physics of Fluids, 2024, 卷号: 36, 期号: 3, 页码: 031910
作者:  Cui,Xinyu;  Sun,Boai;  Zhu,Yi;  Yang,Ning;  Zhang,Haifeng;  Cui,Weicheng;  Fan,Dixia;  Wang,Jun
Adobe PDF(4056Kb)  |  收藏  |  浏览/下载：72/29  |  提交时间：2024/06/02
bio-mimetic robotic fish  deep reinforcement learning  
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories 期刊论文
IEEE Communications Surveys and Tutorials, 2024, 页码: 50
作者:  Yang,Ning;  Chen,Shuo;  Zhang,Haijun;  Berry,Randall
Adobe PDF(1694Kb)  |  收藏  |  浏览/下载：55/7  |  提交时间：2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication  
Isoperimetric Constraint Inference for Discrete-Time Nonlinear Systems Based on Inverse Optimal Control 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 1 - 13
作者:  Wei, Qinglai;  Li, Tao;  Zhang, Jie;  Li, Hongyang;  Wang, Xin;  Xiao, Jun
Adobe PDF(1700Kb)  |  收藏  |  浏览/下载：51/22  |  提交时间：2024/05/28
Multi-Agent Reinforcement Learning for Extended Flexible Job Shop Scheduling 期刊论文
MACHINES, 2024, 卷号: 12, 期号: 1, 页码: 25
作者:  Peng, Shaoming;  Xiong, Gang;  Yang, Jing;  Shen, Zhen;  Tamir, Tariku Sinshaw;  Tao, Zhikun;  Han, Yunjun;  Wang, Fei-Yue
Adobe PDF(199Kb)  |  收藏  |  浏览/下载：120/22  |  提交时间：2024/03/13
production planning and scheduling  multi-agent reinforcement learning  flexible job shop  path flexibility  technological flexibility