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QueueFlower: Orchestrating Microservice Workflows via Dynamic Queue Balancing 会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), Shenzhen, China, 7-13 July 2024
作者:  Cao Hongchen;  Liu Xinrui;  Guo Hengquan;  He Jingzhu;  Liu Xin
Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：70/2  |  提交时间：2024/09/24
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration 会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:  Wei, Honghao;  Liu, Xin;  Ying, Lei
Adobe PDF(518Kb)  |  收藏  |  浏览/下载：132/2  |  提交时间：2024/04/26
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 3, 页码: 5511-5525
作者:  Qian, Junkai;  Jiang, Yuning;  Liu, Xin;  Wang, Qiong;  Wang, Ting
Adobe PDF(885Kb)  |  收藏  |  浏览/下载：259/53  |  提交时间：2023/09/08
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms 期刊论文
STOCHASTIC SYSTEMS, 2024
作者:  Liu X(刘鑫);  Gong Kang;  Ying Lei
Adobe PDF(7806Kb)  |  收藏  |  浏览/下载：119/1  |  提交时间：2024/04/07
Exploration. Exploitation, and Engagement in Multi-Armed Bandits with Abandonment 会议论文
JOURNAL OF MACHINE LEARNING RESEARCH, Monticello, IL, USA, 27-30 Sept. 2022
作者:  Yang, Zixian;  Liu, Xin;  Ying, Lei
Adobe PDF(1258Kb)  |  收藏  |  浏览/下载：535/98  |  提交时间：2022/12/09
Toward Electrical Vehicle Charging for Demand Response Using Mean-Field Multi- Agent Reinforcement Learning 期刊论文
APPLIED ENERGY, 2024
作者:  You Jiawei;  Jiang Yuning;  Liu Xin;  Shi Yuanming;  Colin N. Jones
收藏  |  浏览/下载：60/0  |  提交时间：2024/09/14
Learning to Schedule Online Tasks with Bandit Feedback 会议论文
INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS
作者:  Yongxin Xu;  Shangshang Wang;  Hengquan Guo;  Xin Liu;  Ziyu Shao
Adobe PDF(3111Kb)  |  收藏  |  浏览/下载：135/2  |  提交时间：2024/03/15
Adversarially Trained Actor Critic for offline CMDPs 预印本
2024
作者:  Wei, Honghao;  Peng, Xiyue;  Liu, Xin;  Ghosh, Arnob
Adobe PDF(2406Kb)  |  收藏  |  浏览/下载：147/1  |  提交时间：2024/03/04
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework 会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024
作者:  Guo, Hengquan;  Liu, Xin
Adobe PDF(1646Kb)  |  收藏  |  浏览/下载：59/2  |  提交时间：2024/10/11
POBO: Safe and optimal resource management for cloud microservices 期刊论文
PERFORMANCE EVALUATION, 2023, 卷号: 162, 期号: 4, 页码: 20-21
作者:  Guo, Hengquan;  Cao, Hongchen;  He, Jingzhu;  Liu, Xin;  Shi, Yuanming
Adobe PDF(2115Kb)  |  收藏  |  浏览/下载：233/1  |  提交时间：2023/10/27