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A Hybrid Controller for Musculoskeletal Robots Targeting Lifting Tasks in Industrial Metaverse
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 12
作者:
Qin, Shijie
;
Li, Houcheng
;
Cheng, Long
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/03/27
Adaptive dynamic programming (ADP)
brain-inspired method
muscle synergy
musculoskeletal system
reinforcement learning (RL)
tracking control
Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:
Pan, Jie
;
Zhang, Pengfei
;
Wang, Jian
;
Liu, Mingxin
;
Yu, Junzhi
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2023/11/17
Data-driven model predictive control (MPC)
depth control
motion control
reinforcement learning (RL)
robotic penguin
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Chai, Jiajun
;
Zhu, Yuanheng
;
Zhao, Dongbin
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2023/11/16
Large-scale multiagent
neighboring communication
reinforcement learning (RL)
variational information flow
A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 7, 页码: 7885-7893
作者:
Su, Shuai
;
Zhu, Qingyang
;
Liu, Junqing
;
Tang, Tao
;
Wei, Qinglai
;
Cao, Yuan
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  |  
浏览/下载:79/0
  |  
提交时间:2023/11/17
Deep reinforcement learning (RL)
driving strategy
energy-efficient train control (EETC)
soft actorcritic (SAC)
A Self-Attention-Based Deep Reinforcement Learning Approach for AGV Dispatching Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
作者:
Wei, Qinglai
;
Yan, Yutian
;
Zhang, Jie
;
Xiao, Jun
;
Wang, Cong
收藏
  |  
浏览/下载:194/0
  |  
提交时间:2023/01/09
Automated guided vehicle (AGV) dispatching
deep learning
reinforcement learning (RL)
self-attention
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
  |  
浏览/下载:216/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:187/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
Hyperparameter Configuration Learning for Ship Detection From Synthetic Aperture Radar Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Xu, Nuo
;
Huo, Chunlei
;
Zhang, Xin
;
Cao, Yong
;
Pan, Chunhong
Adobe PDF(4808Kb)
  |  
收藏
  |  
浏览/下载:280/70
  |  
提交时间:2022/02/16
Radar polarimetry
Synthetic aperture radar
Marine vehicles
Training
Feature extraction
Optimization
Optical sensors
Hyperparameter configuration learning (HCL)
object detection
reinforcement learning (RL)
synthetic aperture radar (SAR)
Adaptive Fault-tolerant Control for Trajectory Tracking and Rectification of Directional Drilling
期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 卷号: 20, 期号: 1, 页码: 334-348
作者:
Zhang, Chi
;
Zou, Wei
;
Cheng, Ningbo
;
Gao, Junshan
Adobe PDF(3031Kb)
  |  
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  |  
浏览/下载:201/27
  |  
提交时间:2022/03/17
Fault-tolerant control (FTC)
integral sliding mode control (ISMC)
neural network (NN)
nonlinear control system
reinforcement learning (RL)
Underwater Target Tracking Control of an Untethered Robotic Fish With a Camera Stabilizer
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 10, 页码: 6523-6534
作者:
Yu, Junzhi
;
Wu, Zhengxing
;
Yang, Xiang
;
Yang, Yueqi
;
Zhang, Pengfei
收藏
  |  
浏览/下载:186/0
  |  
提交时间:2021/11/04
Cameras
Robot vision systems
Target tracking
Oscillators
Sports
Active visual tracking
camera stabilizer
reinforcement learning (RL)
robotic fish
underwater target tracking