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Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/21
Modeling and Control of an Octopus Inspired Soft Arm under Prescribed Spatial Motion Constraints 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2023, 卷号: 109, 期号: 4, 页码: 18
作者:  Ma, Jie;  Han, Zhiji;  Liu, Zhijie;  Li, Guotao;  He, Wei;  Ge, Shuzhi Sam
收藏  |  浏览/下载：27/0  |  提交时间：2024/02/22
Soft robot  Four-longitudinal muscle  Dynamic model  Actuator modeling  Performance constraint  
Toward Propulsive Performance Evaluation of a Robotic Tuna Based on the Damping-Elastic Composite Mechanism 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 11
作者:  Wang, Xiaofei;  Zhou, Chao;  Wang, Jian;  Fan, Junfeng;  Zhang, Zhuoliang;  Tan, Min
收藏  |  浏览/下载：74/0  |  提交时间：2023/11/15
Biomimetic robot  composite mechanism  passive propulsion  
A Collision-Free Planning and Control Framework for a Biomimetic Underwater Vehicle in Dynamic Environments 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 卷号: 28, 期号: 3, 页码: 1415 - 1424
作者:  Lv, Jiaqi;  Wang, Yu;  Wang, Shuo;  Bai, Xuejian;  Wang, Rui;  Tan, Min
Adobe PDF(3810Kb)  |  收藏  |  浏览/下载：321/68  |  提交时间：2023/02/22
Arctangent nonsingularity terminal sliding mode (ANTSM) control  biomimetic underwater vehicle (BUV)  collision-free in dynamic environments  fuzzy artificial potential field (FAPF) planning  robots  
A neural network based framework for variable impedance skills learning from demonstrations 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2023, 卷号: 160, 页码: 10
作者:  Zhang, Yu;  Cheng, Long;  Cao, Ran;  Li, Houcheng;  Yang, Chenguang
Adobe PDF(3824Kb)  |  收藏  |  浏览/下载：279/55  |  提交时间：2023/02/22
Variable impedance skill  Learning from demonstrations  Skills learning  Human-robot interaction  
Residual Reinforcement Learning for Motion Control of a Bionic Exploration Robot-RoboDact 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 13
作者:  Zhang, Tiandong;  Wang, Rui;  Wang, Shuo;  Wang, Yu;  Zheng, Gang;  Tan, Min
收藏  |  浏览/下载：66/0  |  提交时间：2023/11/17
Active disturbance rejection control (ADRC)  bionic exploration robot  motion control  residual reinforcement learning (RRL)  soft actor-critic (SAC)  
Spatial Repetitive Impedance Learning Control for Robot-Assisted Rehabilitation 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 页码: 11
作者:  Yang, Jiantao;  Sun, Tairen;  Cheng, Long;  Hou, Zeng-Guang
收藏  |  浏览/下载：66/0  |  提交时间：2023/03/20
Adaptive control  impedance learning  iterative learning control  rehabilitation robot  repetitive learning control  robot control  spatial periodicity  
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
收藏  |  浏览/下载：77/0  |  提交时间：2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2022, 卷号: 14, 期号: 4, 页码: 644-653
作者:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(1480Kb)  |  收藏  |  浏览/下载：285/70  |  提交时间：2023/02/22
Deep learning  exploration  reinforcement learning  video game  
Disturbance Rejection Control for Underwater Free-Floating Manipulation 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 卷号: 27, 期号: 5, 页码: 3742 - 3750
作者:  Lv, Jiaqi;  Wang, Yu;  Tang, Chong;  Wang, Shuo;  Xu, Wenxing;  Wang, Rui;  Tan, Min
Adobe PDF(10105Kb)  |  收藏  |  浏览/下载：289/29  |  提交时间：2022/01/27
Disturbance observer-based control (DOBC)  fast arctangent nonsingularity terminal sliding mode controller (FANTSMC)  underwater biomimetic vehicle-manipulator system (UBVMS)  underwater manipulation  Estimation