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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：57/0  |  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：182/53  |  提交时间：2023/09/08
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：61/0  |  提交时间：2024/03/04
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：55/0  |  提交时间：2024/03/15
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：47/0  |  提交时间：2024/04/07
Exploration. Exploitation, and Engagement in Multi-Armed Bandits with Abandonment 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2024
作者:  Yang, Zixian;  Liu, Xin;  Ying, Lei
Adobe PDF(1258Kb)  |  收藏  |  浏览/下载：353/85  |  提交时间：2022/12/09
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：149/0  |  提交时间：2023/10/27
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems 预印本
2023
作者:  Liu, Xin;  Wei, Honghao;  Ying, Lei
Adobe PDF(3808Kb)  |  收藏  |  浏览/下载：49/0  |  提交时间：2024/01/09
Neural Constrained Combinatorial Bandits 会议论文
IEEE INFOCOM 2023, New York City, NY, USA, 17-20 May 2023
作者:  Shangshang Wang;  Simeng Bian;  Xin Liu;  Ziyu Shao
Adobe PDF(2672Kb)  |  收藏  |  浏览/下载：148/0  |  提交时间：2023/03/09
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints. 会议论文
L4DC 2023, Philadelphia, PA, United states, June 15, 2023 - June 16, 2023
作者:  Guo Hengquan;  Zhu Qi;  Liu Xin
Adobe PDF(3079Kb)  |  收藏  |  浏览/下载：126/0  |  提交时间：2023/03/25