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Gliding Motion Optimization for a Biomimetic Gliding Robotic Fish 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 卷号: 27, 期号: 3, 页码: 1629-1639
Authors:  Dong, Huijie;  Wu, Zhengxing;  Meng, Yan;  Tan, Min;  Yu, Junzhi
Favorite  |  View/Download:36/0  |  Submit date:2022/07/25
Robots  Optimization  Buoyancy  Transient analysis  Robot kinematics  Hydrodynamics  Energy consumption  Biomimetic robot  deep reinforcement learning (DRL)  gliding efficiency  gliding robotic fish  underwater robotics  
领域跨媒体知识表达与推理技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  张莹莹
Adobe PDF(13493Kb)  |  Favorite  |  View/Download:101/4  |  Submit date:2022/06/22
知识图谱  表示学习  多模态  推理  
融合自适应神经网络的机器人模型预测控制方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  康二龙
Adobe PDF(21541Kb)  |  Favorite  |  View/Download:85/7  |  Submit date:2022/06/19
机器人控制  模型预测控制  自适应神经网络  机械臂  最优控制理论  
基于平行学习的混合智能调控方法与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  李小双
Adobe PDF(10128Kb)  |  Favorite  |  View/Download:69/5  |  Submit date:2022/06/20
平行学习  混合智能调控  示教数据  模仿学习  深度强化学习  
基于新型神经网络与触发机制的机械臂自适应控制研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  高洁
Adobe PDF(12996Kb)  |  Favorite  |  View/Download:61/4  |  Submit date:2022/06/20
自适应神经网络控制  触发控制  机械臂运动控制  反步法  观测器估计  滤波控制  
Real-Time Digital Video Stabilization of Bioinspired Robotic Fish Using Estimation-and-Prediction Framework 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 页码: 12
Authors:  Meng, Yan;  Wu, Zhengxing;  Zhang, Pengfei;  Wang, Jian;  Yu, Junzhi
Adobe PDF(3860Kb)  |  Favorite  |  View/Download:47/6  |  Submit date:2022/06/06
Bioinspired robot  digital video stabilization  estimation-and-prediction framework  robotic fish  vision system  
Tracking of Uncertain Robotic Manipulators Using Event-Triggered Model Predictive Control With Learning Terminal Cost 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 15
Authors:  Kang, Erlong;  Qiao, Hong;  Chen, Ziyu;  Gao, Jie
Adobe PDF(4203Kb)  |  Favorite  |  View/Download:58/7  |  Submit date:2022/06/06
Model predictive control  robotic manipulator  leaning terminal cost  neural networks  event-triggered mechanism  unknown dynamics  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  Favorite  |  View/Download:43/3  |  Submit date:2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
Data-Driven Human-Robot Interaction Without Velocity Measurement Using Off-Policy Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 47-63
Authors:  Yongliang Yang;  Zihao Ding;  Rui Wang;  Hamidreza Modares;  Donald C. Wunsch
Adobe PDF(15362Kb)  |  Favorite  |  View/Download:59/1  |  Submit date:2021/11/03
Adaptive impedance control  data-driven method  human-robot interaction (HRI)  reinforcement learning  velocity-free  
Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
Authors:  Yue Ming;  Nannan Hu;  Chunxiao Fan;  Fan Feng;  Jiangwan Zhou;  Hui Yu
Adobe PDF(56128Kb)  |  Favorite  |  View/Download:24/3  |  Submit date:2022/08/01
Artificial intelligence  attention mechanism  encoder-decoder framework  image captioning  multi-modal understanding  training strategies