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| Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者: Yisha Li; Ya Zhang; Xinde Li; Changyin Sun
 Adobe PDF(4383Kb) |  收藏 | 浏览/下载：5/1 | 提交时间：2024/08/09
Human-machine cooperation mixed domain attention mechanism multi-agent reinforcement learning spatio-temporal feature traffic signal control |
| Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1973-1986
作者: Shouyong Jiang; Jinglei Guo; Yong Wang; Shengxiang Yang
Adobe PDF(3261Kb) | 收藏 | 浏览/下载：8/4 | 提交时间：2024/08/09
Bilevel decomposition evolutionary algorithm many-objective optimisation multi-objective optimisation |
| Distributed Platooning Control of Automated Vehicles Subject to Replay Attacks Based on Proportional Integral Observers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1954-1966
作者: Meiling Xie; Derui Ding; Xiaohua Ge; Qing-Long Han; Hongli Dong; Yan Song
Adobe PDF(2161Kb) | 收藏 | 浏览/下载：7/1 | 提交时间：2024/08/09
Automated vehicles platooning control proportional-integral-observers (PIOs) replay attacks time-delays |
| Cognitive Navigation for Intelligent Mobile Robots: A Learning-Based Approach With Topological Memory Configuration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1933-1943
作者: Qiming Liu; Xinru Cui; Zhe Liu; Hesheng Wang
Adobe PDF(10608Kb) | 收藏 | 浏览/下载：2/1 | 提交时间：2024/08/09
Graph neural networks (GNNs) spatial memory topological map visual navigation |
| Risk-Informed Model-Free Safe Control of Linear Parameter-Varying Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1918-1932
作者: Babak Esmaeili; Hamidreza Modares
Adobe PDF(19748Kb) | 收藏 | 浏览/下载：3/2 | 提交时间：2024/08/09
Data-driven control linear parameter-varying systems probabilistic control safe control |
| Data Driven Vibration Control: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1898-1917
作者: Weiyi Yang; Shuai Li; Xin Luo
Adobe PDF(6054Kb) | 收藏 | 浏览/下载：4/3 | 提交时间：2024/08/09
Data driven vibration control (DDVC) data science designing method feedforward control industrial robot input shaping optimizing method residual vibration |
| A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 801-814
作者: Feng Sun; Ming-Kun Xie; Sheng-Jun Huang
Adobe PDF(1337Kb) | 收藏 | 浏览/下载：30/8 | 提交时间：2024/07/18
Partial multi-label image classification curriculum-based disambiguation consistency regularization label difficulty candidate label set. |
| Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者: Jingqing Ruan; Kaishen Wang; Qingyang Zhang; Dengpeng Xing; Bo Xu
Adobe PDF(4577Kb) | 收藏 | 浏览/下载：27/12 | 提交时间：2024/07/18
Reinforcement learning representation learning subtask planning task decomposition pretraining. |
| Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者: Xiangwei Kong; Shujie Liu; Luhao Zhu
Adobe PDF(1550Kb) | 收藏 | 浏览/下载：25/4 | 提交时间：2024/07/18
Artificial intelligence (AI) application explainable AI (XAI) human-centered design visual computing medical diagnosis |
| Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者: Huilin Zhou; Jie Ren; Huiqi Deng; Xu Cheng; Jinpeng Zhang ; Quanshi Zhang
Adobe PDF(2984Kb) | 收藏 | 浏览/下载：27/8 | 提交时间：2024/07/18
Model interpretability and transparency explainable AI game theory interaction deep learning |
