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CASIA OpenIR

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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：16/6  |  提交时间：2024/07/05
reinforcement learning  exploration efficiency  space reduction  
基于强化学习动作空间精简的时序决策任务算法研究 学位论文
, 2024
作者:  王梓薏
Adobe PDF(7273Kb)  |  收藏  |  浏览/下载：30/1  |  提交时间：2024/07/04
时序决策  强化学习  动作空间约简  分层强化学习  动作掩码  
自然语言嵌入的深度强化学习探索方法研究 学位论文
, 2024
作者:  郭洲蕊
Adobe PDF(7588Kb)  |  收藏  |  浏览/下载：31/1  |  提交时间：2024/06/26
深度强化学习  自然语言  探索  
Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
作者:  Wang BC(王必成);  Wang JP(王军平)
Adobe PDF(2342Kb)  |  收藏  |  浏览/下载：62/18  |  提交时间：2024/06/12
Generative AI Empowering Parallel Manufacturing: Building a “6S” Collaborative Production Ecology for Manufacturing 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 页码: 1-15
作者:  Jing Yang;  Yutong Wang;  Xingxia Wang;  Xiaoxing Wang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(3887Kb)  |  收藏  |  浏览/下载：36/9  |  提交时间：2024/06/06
The survey on multi-source data fusion in cyber-physical-social systems: Foundational infrastructure for industrial metaverses and industries 5.0 期刊论文
Information Fusion, 2024, 卷号: 107, 页码: 1-16
作者:  Xiao Wang;  Yutong Wang;  Jing Yang;  Xiaofeng Jia;  Lijun Li;  Weiping Ding;  Fei-Yue Wang
Adobe PDF(4446Kb)  |  收藏  |  浏览/下载：36/3  |  提交时间：2024/06/06
Multi-source data fusion  CPSS  Industrial metaverses  Parallel manufacturing  Social manufacturing  
A Paradigm Shift for Modeling and Operation of Oil and Gas: From Industry 4.0 in CPS to Industry 5.0 in CPSS 期刊论文
IEEE Transactions on Industrial Informatics, 2024, 页码: 1-8
作者:  Xingxia Wang;  Yutong Wang;  Jing Yang;  Xiao Wang;  Zonglin Meng;  Zhaohai Liu;  Fei-Yue Wang
Adobe PDF(2770Kb)  |  收藏  |  浏览/下载：35/7  |  提交时间：2024/06/06
Oils  Fifth Industrial Revolution  Production  Fourth Industrial Revolution  Biology  Service robots  Transportation  Cyber-physical systems (CPS)  cyber-physical-social systems (CPSS)  Industry 4.0  Industry 5.0  parallel intelligence  parallel oil and gas  
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization 期刊论文
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023, 页码: 1178 - 1191
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(5840Kb)  |  收藏  |  浏览/下载：26/3  |  提交时间：2024/06/05
基于金融数据分布的资产管理模型优化研究 学位论文
, 2024
作者:  程曦
Adobe PDF(5431Kb)  |  收藏  |  浏览/下载：25/0  |  提交时间：2024/06/02
资产管理  强化学习  图神经网络  算法交易  趋势预测  
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：44/4  |  提交时间：2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication