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资助项目:Strategic Priority Research Program of Chinese Academy of Science[XDB32050100]
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Semantic Policy Network for Zero-Shot Object Goal Visual Navigation
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 11, 页码: 7655-7662
作者:
Zhao, Qianfan
;
Zhang, Lu
;
He, Bin
;
Liu, Zhiyong
收藏
  |  
浏览/下载:76/0
  |  
提交时间:2023/12/21
Deep learning
path planning
reinforcement learning
vision-based navigation
A Cerebellum-Inspired Prediction and Correction Model for Motion Control of a Musculoskeletal Robot
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1209-1223
作者:
Zhang, Jinhan
;
Chen, Jiahao
;
Wu, Wei
;
Qiao, Hong
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  |  
浏览/下载:91/0
  |  
提交时间:2023/12/21
Biologically inspired control
cerebellum-inspired model
motion generation
motion learning
musculoskeletal robot
reinforcement learning
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:84/0
  |  
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)
Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
作者:
Wei, Junhang
;
Cui, Shaowei
;
Hu, Jingyi
;
Hao, Peng
;
Wang, Shuo
;
Lou, Zheng
Adobe PDF(3954Kb)
  |  
收藏
  |  
浏览/下载:365/59
  |  
提交时间:2022/06/10
Robots
Convolutional neural networks
Visualization
Informatics
Feature extraction
Task analysis
Haptic interfaces
Auditory and haptic information
deep learning
multimodal fusion
physical reasoning
unknown surface material classification (USMC)
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 424-436
作者:
Chen, Jiahao
;
Qiao, Hong
收藏
  |  
浏览/下载:161/0
  |  
提交时间:2022/07/25
Muscles
Musculoskeletal system
Robots
Statistics
Sociology
Recurrent neural networks
Neurons
Biologically inspired
motor cortex
muscle synergy
musculoskeletal system
neuromuscular control
recurrent neural network (RNN)
In-Hand Object Localization Using a Novel High-Resolution Visuotactile Sensor
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 6, 页码: 6015-6025
作者:
Cui, Shaowei
;
Wang, Rui
;
Hu, Jingyi
;
Wei, Junhang
;
Wang, Shuo
;
Lou, Zheng
Adobe PDF(4222Kb)
  |  
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  |  
浏览/下载:269/53
  |  
提交时间:2022/06/06
In-hand object localization
robotic manipulation
tactile sensor
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
作者:
Kang, Erlong
;
Qiao, Hong
;
Chen, Ziyu
;
Gao, Jie
Adobe PDF(4203Kb)
  |  
收藏
  |  
浏览/下载:417/155
  |  
提交时间:2022/06/06
Model predictive control
robotic manipulator
leaning terminal cost
neural networks
event-triggered mechanism
unknown dynamics
Bioinspired Gain-Modulated Recurrent Neural Network for Controlling Musculoskeletal Robot
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 16
作者:
Zhong, Shanlin
;
Zhou, Junjie
;
Qiao, Hong
收藏
  |  
浏览/下载:219/0
  |  
提交时间:2022/01/27
Robots
Modulation
Robot kinematics
Neurons
Brain modeling
Recurrent neural networks
Encoding
Biologically inspired control
gain modulation
motor primitives
musculoskeletal robot
recurrent neural network (RNN)
Neural network-based model predictive tracking control of an uncertain robotic manipulator with input constraints
期刊论文
ISA TRANSACTIONS, 2021, 卷号: 109, 页码: 89-101
作者:
Kang, Erlong
;
Qiao, Hong
;
Gao, Jie
;
Yang, Wenjing
Adobe PDF(942Kb)
  |  
收藏
  |  
浏览/下载:355/69
  |  
提交时间:2021/03/29
Model predictive control
Neural network
Robotic manipulator
Unknown dynamics
Online learning estimation
Input constraints
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning
期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
作者:
Zhang, Fengyi
;
Liu, Zhiyong
;
Xiong, Fangzhou
;
Su, Jianhua
;
Qiao, Hong
Adobe PDF(1550Kb)
  |  
收藏
  |  
浏览/下载:325/46
  |  
提交时间:2020/07/20
Skill transfer learning
Serial structures
Robot skill learning
Graph Neural Network