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| What Does Sora Show: The Beginning of TAO to Imaginative Intelligence and Scenarios Engineering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 809-815
作者: Fei-Yue Wang ; Qinghai Miao; Lingxi Li; Qinghua Ni; Xuan Li; Juanjuan Li; Lili Fan; Yonglin Tian; Qing-Long Han
 Adobe PDF(571Kb) |  收藏 | 浏览/下载：14/3 | 提交时间：2024/03/18 |
| An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者: Changbing Tang; Baosen Yang; Xiaodong Xie; Guanrong Chen; Mohammed A. A. Al-qaness; Yang Liu
Adobe PDF(2968Kb) | 收藏 | 浏览/下载：171/130 | 提交时间：2024/01/02
Federated learning (FL) game theory incentive mechanism machine learning zero-determinant strategy |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash
Adobe PDF(798Kb) | 收藏 | 浏览/下载：44/17 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者: Feiye Zhang; Qingyu Yang; Dou An
Adobe PDF(3841Kb) | 收藏 | 浏览/下载：73/38 | 提交时间：2023/09/07
Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者: Qiang Yang
Adobe PDF(2634Kb) | 收藏 | 浏览/下载：232/71 | 提交时间：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
作者: Guo-Yin Wang
Adobe PDF(2487Kb) | 收藏 | 浏览/下载：379/203 | 提交时间：2023/01/18
Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| A Novel Stackelberg-Game-Based Energy Storage Sharing Scheme Under Demand Charge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 462-473
作者: Bingyun Li; Qinmin Yang; Innocent Kamwa
Adobe PDF(1751Kb) | 收藏 | 浏览/下载：170/67 | 提交时间：2023/01/16
Bi-level optimization demand charge energy storage system (ESS) sharing energy transaction mathematical program with equilibrium constraints (MPEC) stackelberg game |
| Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability? 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2070-2080
作者: Yanfen Wang; Mengzhen Kang; Yali Liu; Juanjuan Li; Kai Xue; Xiujuan Wang; Jianqing Du; Yonglin Tian; Qinghua Ni; Fei-Yue Wang
Adobe PDF(9632Kb) | 收藏 | 浏览/下载：173/104 | 提交时间：2023/09/22
Carbon-water balance decision-support digital intelligence (DI) foundation models planning |
| Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
作者: Yanni Wan; Jiahu Qin; Xinghuo Yu; Tao Yang; Yu Kang
Adobe PDF(3181Kb) | 收藏 | 浏览/下载：170/30 | 提交时间：2021/11/03
Demand response management (DRM) Markovian decision process (MDP) Monte Carlo simulation reinforcement learning (RL) smart grid |
| Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
作者: Jianrui Wang; Yitian Hong; Jiali Wang; Jiapeng Xu; Yang Tang; Qing-Long Han; Jürgen Kurths
Adobe PDF(8407Kb) | 收藏 | 浏览/下载：177/52 | 提交时间：2022/04/24
Cooperative games counterfactual regret min- imization distributed optimization federated optimization fictitious self-play mean field games multi-agent reinforcement learning non-cooperative games |
