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Molecular Contrastive Pretraining with Collaborative Featurizations 期刊论文
Journal of Chemical Information and Modeling (JCIM), 2024, 页码: 1112–1122
作者:  Yanqiao Zhu;  Dingshuo Chen;  Yuanqi Du;  Yingze Wang;  Qiang Liu;  Shu Wu
Adobe PDF(1868Kb)  |  收藏  |  浏览/下载：2/2  |  提交时间：2024/06/21
Long Duration Coverage Control of Multiple Robotic Surface Vehicles Under Battery Energy Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1695-1698
作者:  Shengnan Gao;  Zhouhua Peng;  Haoliang Wang;  Lu Liu;  Dan Wang
Adobe PDF(516Kb)  |  收藏  |  浏览/下载：20/9  |  提交时间：2024/06/07
Prescribed Performance Tracking Control of Time-Delay Nonlinear Systems With Output Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1557-1565
作者:  Jin-Xi Zhang;  Kai-Di Xu;  Qing-Guo Wang
Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：10/6  |  提交时间：2024/06/07
Nonlinear systems  output constraints  prescribed performance  reference tracking  time delays  
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：16/5  |  提交时间：2024/06/06
具有不确定控制增益严格反馈系统的自适应命令滤波控制 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 5, 页码: 1015-1023
作者:  吴锦娃;  刘勇华;  苏春翌;  鲁仁全
Adobe PDF(1160Kb)  |  收藏  |  浏览/下载：26/13  |  提交时间：2024/05/30
非线性系统  命令滤波反推  神经网络控制  自适应控制  
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings 期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:  Rui, Chuang;  Sun, Zhengya;  Zhang, Wensheng;  Liu, Anan;  Wei, Zhiqiang
Adobe PDF(14474Kb)  |  收藏  |  浏览/下载：17/5  |  提交时间：2024/05/28
El Niño-Southern Oscillation (ENSO)  deep learning for ENSO prediction  self-attention ConvLSTM  temporal embeddings  spring prediction barrier  
Constrained-cost adaptive dynamic programming for optimal control of discrete-time nonlinear systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: 35, 期号: 3, 页码: 3251 - 3264
作者:  Wei, Qinglai;  Li, Tao
Adobe PDF(8471Kb)  |  收藏  |  浏览/下载：27/9  |  提交时间：2024/05/28
Adaptive dynamic programming  approximate dynamic programming  constrained cost  optimal control  reinforcement learning  
Optimal Strategy for Aircraft Pursuit-evasion Games via Self-play Iteration 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 585-596
作者:  Xin Wang;  Qing-Lai Wei;  Tao Li;  Jie Zhang
Adobe PDF(1750Kb)  |  收藏  |  浏览/下载：36/12  |  提交时间：2024/05/23
Differential games, pursuit-evasion games, nonlinear control, optimal control, Nash equilibrium solution  
A Novel Prescribed-Performance Path-Following Problem for Non-Holonomic Vehicle 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1476-1484
作者:  Zirui Chen;  Jingchuan Tang;  Zongyu Zuo
Adobe PDF(2243Kb)  |  收藏  |  浏览/下载：12/4  |  提交时间：2024/05/22
Guiding vector field  non-holonomic vehicle  path following  prescribed performance  sliding mode control  
Guaranteed Cost Attitude Tracking Control for Uncertain Quadrotor Unmanned Aerial Vehicle Under Safety Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1447-1457
作者:  Qian Ma;  Peng Jin;  Frank L. Lewis
Adobe PDF(3186Kb)  |  收藏  |  浏览/下载：12/5  |  提交时间：2024/05/22
Attitude tracking control  quadrotor unmanned aerial vehicle (QUAV)  reinforcement learning  safety constraints  uncertain disturbances